Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC) : application to T1 mapping

Purpose: To propose and evaluate a novel nonrigid image registration approach for improved myocardial T1 mapping. Methods: Myocardial motion is estimated as global affine motion refined by a novel local nonrigid motion estimation algorithm. A variational framework is proposed, which simultaneously e...
Ausführliche Beschreibung

Gespeichert in:

Autor*in:	Roujol, Sébastien [verfasserIn] Weingärtner, Sebastian - 1991- [verfasserIn]

Format:	E-Artikel
Sprache:	Englisch

Erschienen:	5 May 2014

Schlagwörter:	image registration motion correction motion estimation myocardial tissue characterization T1 mapping

Anmerkung:	Gesehen am 17.11.2017 Im Titelzusatz ist "1" tiefgestellt
Umfang:	14

Übergeordnetes Werk:	Enthalten in: Magnetic resonance in medicine - New York, NY [u.a.] : Wiley-Liss, 1984, 73(2015), 4, Seite 1469-1482
Übergeordnetes Werk:	volume:73 ; year:2015 ; number:4 ; pages:1469-1482 ; extent:14

Links:	Volltext Volltext

DOI / URN:	10.1002/mrm.25270

Katalog-ID:	1565476034

Internformat


LEADER	01000caa a2200265 4500
001	1565476034
003	DE-627
005	20230427142116.0
007	cr uuu---uuuuu
008	171117r20152014xx \|\|\|\|\|o 00\| \|\|eng c
024	7		\|a 10.1002/mrm.25270 \|2 doi
035			\|a (DE-627)1565476034
035			\|a (DE-576)49547603X
035			\|a (DE-599)BSZ49547603X
035			\|a (OCoLC)1340982123
040			\|a DE-627 \|b ger \|c DE-627 \|e rda
041			\|a eng
100	1		\|a Roujol, Sébastien \|e verfasserin \|0 (DE-588)1144662052 \|0 (DE-627)1004957874 \|0 (DE-576)495475998 \|4 aut
245	1	0	\|a Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC) \|b application to T1 mapping \|c Sébastien Roujol, Murilo Foppa, Sebastian Weingärtner, Warren J. Manning and Reza Nezafat
264		1	\|c 5 May 2014
300			\|a 14
336			\|a Text \|b txt \|2 rdacontent
337			\|a Computermedien \|b c \|2 rdamedia
338			\|a Online-Ressource \|b cr \|2 rdacarrier
500			\|a Gesehen am 17.11.2017
500			\|a Im Titelzusatz ist "1" tiefgestellt
520			\|a Purpose: To propose and evaluate a novel nonrigid image registration approach for improved myocardial T1 mapping. Methods: Myocardial motion is estimated as global affine motion refined by a novel local nonrigid motion estimation algorithm. A variational framework is proposed, which simultaneously estimates motion field and intensity variations, and uses an additional regularization term to constrain the deformation field using automatic feature tracking. The method was evaluated in 29 patients by measuring the DICE similarity coefficient and the myocardial boundary error in short axis and four chamber data. Each image series was visually assessed as “no motion” or “with motion.” Overall T1 map quality and motion artifacts were assessed in the 85 T1 maps acquired in short axis view using a 4-point scale (1-nondiagnostic/severe motion artifact, 4-excellent/no motion artifact). Results: Increased DICE similarity coefficient (0.78 ± 0.14 to 0.87 ± 0.03, P < 0.001), reduced myocardial boundary error (1.29 ± 0.72 mm to 0.84 ± 0.20 mm, P < 0.001), improved overall T1 map quality (2.86 ± 1.04 to 3.49 ± 0.77, P < 0.001), and reduced T1 map motion artifacts (2.51 ± 0.84 to 3.61 ± 0.64, P < 0.001) were obtained after motion correction of “with motion” data (∼56% of data). Conclusions: The proposed nonrigid registration approach reduces the respiratory-induced motion that occurs during breath-hold T1 mapping, and significantly improves T1 map quality.
534			\|c 2014
650		4	\|a image registration
650		4	\|a motion correction
650		4	\|a motion estimation
650		4	\|a myocardial tissue characterization
650		4	\|a T1 mapping
700	1		\|a Weingärtner, Sebastian \|d 1991- \|e verfasserin \|0 (DE-588)1051891507 \|0 (DE-627)786975199 \|0 (DE-576)407522883 \|4 aut
773	0	8	\|i Enthalten in \|t Magnetic resonance in medicine \|d New York, NY [u.a.] : Wiley-Liss, 1984 \|g 73(2015), 4, Seite 1469-1482 \|h Online-Ressource \|w (DE-627)303257040 \|w (DE-600)1493786-4 \|w (DE-576)096290455 \|x 1522-2594 \|7 nnns
773	1	8	\|g volume:73 \|g year:2015 \|g number:4 \|g pages:1469-1482 \|g extent:14
856	4	0	\|u http://dx.doi.org/10.1002/mrm.25270 \|x Verlag \|x Resolving-System \|3 Volltext
856	4	0	\|u http://onlinelibrary.wiley.com.ezproxy.medma.uni-heidelberg.de/doi/10.1002/mrm.25270/abstract \|x Verlag \|3 Volltext
912			\|a GBV_USEFLAG_U
912			\|a GBV_ILN_2013
912			\|a ISIL_DE-16-250
912			\|a SYSFLAG_1
912			\|a GBV_KXP
912			\|a SSG-OLC-PHA
912			\|a GBV_ILN_11
912			\|a GBV_ILN_20
912			\|a GBV_ILN_22
912			\|a GBV_ILN_23
912			\|a GBV_ILN_24
912			\|a GBV_ILN_31
912			\|a GBV_ILN_32
912			\|a GBV_ILN_39
912			\|a GBV_ILN_40
912			\|a GBV_ILN_60
912			\|a GBV_ILN_62
912			\|a GBV_ILN_63
912			\|a GBV_ILN_65
912			\|a GBV_ILN_69
912			\|a GBV_ILN_70
912			\|a GBV_ILN_73
912			\|a GBV_ILN_74
912			\|a GBV_ILN_90
912			\|a GBV_ILN_95
912			\|a GBV_ILN_100
912			\|a GBV_ILN_101
912			\|a GBV_ILN_105
912			\|a GBV_ILN_110
912			\|a GBV_ILN_120
912			\|a GBV_ILN_138
912			\|a GBV_ILN_150
912			\|a GBV_ILN_151
912			\|a GBV_ILN_161
912			\|a GBV_ILN_170
912			\|a GBV_ILN_171
912			\|a GBV_ILN_187
912			\|a GBV_ILN_213
912			\|a GBV_ILN_224
912			\|a GBV_ILN_230
912			\|a GBV_ILN_266
912			\|a GBV_ILN_285
912			\|a GBV_ILN_293
912			\|a GBV_ILN_370
912			\|a GBV_ILN_602
912			\|a GBV_ILN_636
912			\|a GBV_ILN_647
912			\|a GBV_ILN_702
912			\|a GBV_ILN_2001
912			\|a GBV_ILN_2003
912			\|a GBV_ILN_2004
912			\|a GBV_ILN_2005
912			\|a GBV_ILN_2006
912			\|a GBV_ILN_2007
912			\|a GBV_ILN_2008
912			\|a GBV_ILN_2009
912			\|a GBV_ILN_2010
912			\|a GBV_ILN_2011
912			\|a GBV_ILN_2014
912			\|a GBV_ILN_2015
912			\|a GBV_ILN_2018
912			\|a GBV_ILN_2020
912			\|a GBV_ILN_2021
912			\|a GBV_ILN_2025
912			\|a GBV_ILN_2026
912			\|a GBV_ILN_2027
912			\|a GBV_ILN_2031
912			\|a GBV_ILN_2034
912			\|a GBV_ILN_2037
912			\|a GBV_ILN_2038
912			\|a GBV_ILN_2039
912			\|a GBV_ILN_2044
912			\|a GBV_ILN_2048
912			\|a GBV_ILN_2049
912			\|a GBV_ILN_2050
912			\|a GBV_ILN_2055
912			\|a GBV_ILN_2056
912			\|a GBV_ILN_2057
912			\|a GBV_ILN_2059
912			\|a GBV_ILN_2061
912			\|a GBV_ILN_2064
912			\|a GBV_ILN_2068
912			\|a GBV_ILN_2088
912			\|a GBV_ILN_2093
912			\|a GBV_ILN_2106
912			\|a GBV_ILN_2108
912			\|a GBV_ILN_2110
912			\|a GBV_ILN_2111
912			\|a GBV_ILN_2112
912			\|a GBV_ILN_2113
912			\|a GBV_ILN_2118
912			\|a GBV_ILN_2119
912			\|a GBV_ILN_2122
912			\|a GBV_ILN_2129
912			\|a GBV_ILN_2143
912			\|a GBV_ILN_2144
912			\|a GBV_ILN_2147
912			\|a GBV_ILN_2148
912			\|a GBV_ILN_2152
912			\|a GBV_ILN_2153
912			\|a GBV_ILN_2188
912			\|a GBV_ILN_2190
912			\|a GBV_ILN_2232
912			\|a GBV_ILN_2336
912			\|a GBV_ILN_2470
912			\|a GBV_ILN_2472
912			\|a GBV_ILN_2507
912			\|a GBV_ILN_2522
912			\|a GBV_ILN_2548
912			\|a GBV_ILN_4012
912			\|a GBV_ILN_4035
912			\|a GBV_ILN_4037
912			\|a GBV_ILN_4046
912			\|a GBV_ILN_4112
912			\|a GBV_ILN_4125
912			\|a GBV_ILN_4126
912			\|a GBV_ILN_4242
912			\|a GBV_ILN_4246
912			\|a GBV_ILN_4249
912			\|a GBV_ILN_4251
912			\|a GBV_ILN_4305
912			\|a GBV_ILN_4306
912			\|a GBV_ILN_4307
912			\|a GBV_ILN_4313
912			\|a GBV_ILN_4322
912			\|a GBV_ILN_4323
912			\|a GBV_ILN_4324
912			\|a GBV_ILN_4325
912			\|a GBV_ILN_4326
912			\|a GBV_ILN_4333
912			\|a GBV_ILN_4334
912			\|a GBV_ILN_4335
912			\|a GBV_ILN_4336
912			\|a GBV_ILN_4338
912			\|a GBV_ILN_4393
912			\|a GBV_ILN_4700
951			\|a AR
952			\|d 73 \|j 2015 \|e 4 \|h 1469-1482 \|g 14
980			\|2 2013 \|1 01 \|x DE-16-250 \|b 2987438419 \|c 00 \|f --%%-- \|d --%%-- \|e --%%-- \|j --%%-- \|y l01 \|z 17-11-17
982			\|2 2013 \|1 01 \|x DE-16-250 \|8 00 \|s s \|a hd2015
982			\|2 2013 \|1 01 \|x DE-16-250 \|8 01 \|s s \|0 (DE-627)1410508463 \|a wissenschaftlicher Artikel (Zeitschrift)
982			\|2 2013 \|1 01 \|x DE-16-250 \|8 02 \|s s \|a per_5
982			\|2 2013 \|1 01 \|x DE-16-250 \|8 03 \|s s \|a s_14
982			\|2 2013 \|1 01 \|x DE-16-250 \|8 04 \|s p \|0 (DE-627)1477523898 \|a Weingärtner, Sebastian
982			\|2 2013 \|1 01 \|x DE-16-250 \|8 04 \|s k \|0 (DE-627)1430735864 \|a Lehrstuhl für Computerunterstützte Klinische Medizin (CKM)
982			\|2 2013 \|1 01 \|x DE-16-250 \|8 04 \|s s \|0 (DE-627)1410501914 \|a Verfasser
982			\|2 2013 \|1 01 \|x DE-16-250 \|8 04 \|s s \|a pos_3

Indexfelder

author_variant	s r sr s w sw
matchkey_str	article:15222594:20152014::dpieeitainfayncnrswiheiaefrmrvdis
oclc_num	1340982123
hierarchy_sort_str	5 May 2014
publishDate	2015
allfields	10.1002/mrm.25270 doi (DE-627)1565476034 (DE-576)49547603X (DE-599)BSZ49547603X (OCoLC)1340982123 DE-627 ger DE-627 rda eng Roujol, Sébastien verfasserin (DE-588)1144662052 (DE-627)1004957874 (DE-576)495475998 aut Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC) application to T1 mapping Sébastien Roujol, Murilo Foppa, Sebastian Weingärtner, Warren J. Manning and Reza Nezafat 5 May 2014 14 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Gesehen am 17.11.2017 Im Titelzusatz ist "1" tiefgestellt Purpose: To propose and evaluate a novel nonrigid image registration approach for improved myocardial T1 mapping. Methods: Myocardial motion is estimated as global affine motion refined by a novel local nonrigid motion estimation algorithm. A variational framework is proposed, which simultaneously estimates motion field and intensity variations, and uses an additional regularization term to constrain the deformation field using automatic feature tracking. The method was evaluated in 29 patients by measuring the DICE similarity coefficient and the myocardial boundary error in short axis and four chamber data. Each image series was visually assessed as “no motion” or “with motion.” Overall T1 map quality and motion artifacts were assessed in the 85 T1 maps acquired in short axis view using a 4-point scale (1-nondiagnostic/severe motion artifact, 4-excellent/no motion artifact). Results: Increased DICE similarity coefficient (0.78 ± 0.14 to 0.87 ± 0.03, P < 0.001), reduced myocardial boundary error (1.29 ± 0.72 mm to 0.84 ± 0.20 mm, P < 0.001), improved overall T1 map quality (2.86 ± 1.04 to 3.49 ± 0.77, P < 0.001), and reduced T1 map motion artifacts (2.51 ± 0.84 to 3.61 ± 0.64, P < 0.001) were obtained after motion correction of “with motion” data (∼56% of data). Conclusions: The proposed nonrigid registration approach reduces the respiratory-induced motion that occurs during breath-hold T1 mapping, and significantly improves T1 map quality. 2014 image registration motion correction motion estimation myocardial tissue characterization T1 mapping Weingärtner, Sebastian 1991- verfasserin (DE-588)1051891507 (DE-627)786975199 (DE-576)407522883 aut Enthalten in Magnetic resonance in medicine New York, NY [u.a.] : Wiley-Liss, 1984 73(2015), 4, Seite 1469-1482 Online-Ressource (DE-627)303257040 (DE-600)1493786-4 (DE-576)096290455 1522-2594 nnns volume:73 year:2015 number:4 pages:1469-1482 extent:14 http://dx.doi.org/10.1002/mrm.25270 Verlag Resolving-System Volltext http://onlinelibrary.wiley.com.ezproxy.medma.uni-heidelberg.de/doi/10.1002/mrm.25270/abstract Verlag Volltext GBV_USEFLAG_U GBV_ILN_2013 ISIL_DE-16-250 SYSFLAG_1 GBV_KXP SSG-OLC-PHA GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_120 GBV_ILN_138 GBV_ILN_150 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_171 GBV_ILN_187 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_266 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_636 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2018 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2031 GBV_ILN_2034 GBV_ILN_2037 GBV_ILN_2038 GBV_ILN_2039 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2057 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2106 GBV_ILN_2108 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2119 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2144 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2188 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2472 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_2548 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4336 GBV_ILN_4338 GBV_ILN_4393 GBV_ILN_4700 AR 73 2015 4 1469-1482 14 2013 01 DE-16-250 2987438419 00 --%%-- --%%-- --%%-- --%%-- l01 17-11-17 2013 01 DE-16-250 00 s hd2015 2013 01 DE-16-250 01 s (DE-627)1410508463 wissenschaftlicher Artikel (Zeitschrift) 2013 01 DE-16-250 02 s per_5 2013 01 DE-16-250 03 s s_14 2013 01 DE-16-250 04 p (DE-627)1477523898 Weingärtner, Sebastian 2013 01 DE-16-250 04 k (DE-627)1430735864 Lehrstuhl für Computerunterstützte Klinische Medizin (CKM) 2013 01 DE-16-250 04 s (DE-627)1410501914 Verfasser 2013 01 DE-16-250 04 s pos_3
spelling	10.1002/mrm.25270 doi (DE-627)1565476034 (DE-576)49547603X (DE-599)BSZ49547603X (OCoLC)1340982123 DE-627 ger DE-627 rda eng Roujol, Sébastien verfasserin (DE-588)1144662052 (DE-627)1004957874 (DE-576)495475998 aut Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC) application to T1 mapping Sébastien Roujol, Murilo Foppa, Sebastian Weingärtner, Warren J. Manning and Reza Nezafat 5 May 2014 14 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Gesehen am 17.11.2017 Im Titelzusatz ist "1" tiefgestellt Purpose: To propose and evaluate a novel nonrigid image registration approach for improved myocardial T1 mapping. Methods: Myocardial motion is estimated as global affine motion refined by a novel local nonrigid motion estimation algorithm. A variational framework is proposed, which simultaneously estimates motion field and intensity variations, and uses an additional regularization term to constrain the deformation field using automatic feature tracking. The method was evaluated in 29 patients by measuring the DICE similarity coefficient and the myocardial boundary error in short axis and four chamber data. Each image series was visually assessed as “no motion” or “with motion.” Overall T1 map quality and motion artifacts were assessed in the 85 T1 maps acquired in short axis view using a 4-point scale (1-nondiagnostic/severe motion artifact, 4-excellent/no motion artifact). Results: Increased DICE similarity coefficient (0.78 ± 0.14 to 0.87 ± 0.03, P < 0.001), reduced myocardial boundary error (1.29 ± 0.72 mm to 0.84 ± 0.20 mm, P < 0.001), improved overall T1 map quality (2.86 ± 1.04 to 3.49 ± 0.77, P < 0.001), and reduced T1 map motion artifacts (2.51 ± 0.84 to 3.61 ± 0.64, P < 0.001) were obtained after motion correction of “with motion” data (∼56% of data). Conclusions: The proposed nonrigid registration approach reduces the respiratory-induced motion that occurs during breath-hold T1 mapping, and significantly improves T1 map quality. 2014 image registration motion correction motion estimation myocardial tissue characterization T1 mapping Weingärtner, Sebastian 1991- verfasserin (DE-588)1051891507 (DE-627)786975199 (DE-576)407522883 aut Enthalten in Magnetic resonance in medicine New York, NY [u.a.] : Wiley-Liss, 1984 73(2015), 4, Seite 1469-1482 Online-Ressource (DE-627)303257040 (DE-600)1493786-4 (DE-576)096290455 1522-2594 nnns volume:73 year:2015 number:4 pages:1469-1482 extent:14 http://dx.doi.org/10.1002/mrm.25270 Verlag Resolving-System Volltext http://onlinelibrary.wiley.com.ezproxy.medma.uni-heidelberg.de/doi/10.1002/mrm.25270/abstract Verlag Volltext GBV_USEFLAG_U GBV_ILN_2013 ISIL_DE-16-250 SYSFLAG_1 GBV_KXP SSG-OLC-PHA GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_120 GBV_ILN_138 GBV_ILN_150 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_171 GBV_ILN_187 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_266 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_636 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2018 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2031 GBV_ILN_2034 GBV_ILN_2037 GBV_ILN_2038 GBV_ILN_2039 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2057 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2106 GBV_ILN_2108 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2119 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2144 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2188 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2472 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_2548 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4336 GBV_ILN_4338 GBV_ILN_4393 GBV_ILN_4700 AR 73 2015 4 1469-1482 14 2013 01 DE-16-250 2987438419 00 --%%-- --%%-- --%%-- --%%-- l01 17-11-17 2013 01 DE-16-250 00 s hd2015 2013 01 DE-16-250 01 s (DE-627)1410508463 wissenschaftlicher Artikel (Zeitschrift) 2013 01 DE-16-250 02 s per_5 2013 01 DE-16-250 03 s s_14 2013 01 DE-16-250 04 p (DE-627)1477523898 Weingärtner, Sebastian 2013 01 DE-16-250 04 k (DE-627)1430735864 Lehrstuhl für Computerunterstützte Klinische Medizin (CKM) 2013 01 DE-16-250 04 s (DE-627)1410501914 Verfasser 2013 01 DE-16-250 04 s pos_3
allfields_unstemmed	10.1002/mrm.25270 doi (DE-627)1565476034 (DE-576)49547603X (DE-599)BSZ49547603X (OCoLC)1340982123 DE-627 ger DE-627 rda eng Roujol, Sébastien verfasserin (DE-588)1144662052 (DE-627)1004957874 (DE-576)495475998 aut Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC) application to T1 mapping Sébastien Roujol, Murilo Foppa, Sebastian Weingärtner, Warren J. Manning and Reza Nezafat 5 May 2014 14 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Gesehen am 17.11.2017 Im Titelzusatz ist "1" tiefgestellt Purpose: To propose and evaluate a novel nonrigid image registration approach for improved myocardial T1 mapping. Methods: Myocardial motion is estimated as global affine motion refined by a novel local nonrigid motion estimation algorithm. A variational framework is proposed, which simultaneously estimates motion field and intensity variations, and uses an additional regularization term to constrain the deformation field using automatic feature tracking. The method was evaluated in 29 patients by measuring the DICE similarity coefficient and the myocardial boundary error in short axis and four chamber data. Each image series was visually assessed as “no motion” or “with motion.” Overall T1 map quality and motion artifacts were assessed in the 85 T1 maps acquired in short axis view using a 4-point scale (1-nondiagnostic/severe motion artifact, 4-excellent/no motion artifact). Results: Increased DICE similarity coefficient (0.78 ± 0.14 to 0.87 ± 0.03, P < 0.001), reduced myocardial boundary error (1.29 ± 0.72 mm to 0.84 ± 0.20 mm, P < 0.001), improved overall T1 map quality (2.86 ± 1.04 to 3.49 ± 0.77, P < 0.001), and reduced T1 map motion artifacts (2.51 ± 0.84 to 3.61 ± 0.64, P < 0.001) were obtained after motion correction of “with motion” data (∼56% of data). Conclusions: The proposed nonrigid registration approach reduces the respiratory-induced motion that occurs during breath-hold T1 mapping, and significantly improves T1 map quality. 2014 image registration motion correction motion estimation myocardial tissue characterization T1 mapping Weingärtner, Sebastian 1991- verfasserin (DE-588)1051891507 (DE-627)786975199 (DE-576)407522883 aut Enthalten in Magnetic resonance in medicine New York, NY [u.a.] : Wiley-Liss, 1984 73(2015), 4, Seite 1469-1482 Online-Ressource (DE-627)303257040 (DE-600)1493786-4 (DE-576)096290455 1522-2594 nnns volume:73 year:2015 number:4 pages:1469-1482 extent:14 http://dx.doi.org/10.1002/mrm.25270 Verlag Resolving-System Volltext http://onlinelibrary.wiley.com.ezproxy.medma.uni-heidelberg.de/doi/10.1002/mrm.25270/abstract Verlag Volltext GBV_USEFLAG_U GBV_ILN_2013 ISIL_DE-16-250 SYSFLAG_1 GBV_KXP SSG-OLC-PHA GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_120 GBV_ILN_138 GBV_ILN_150 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_171 GBV_ILN_187 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_266 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_636 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2018 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2031 GBV_ILN_2034 GBV_ILN_2037 GBV_ILN_2038 GBV_ILN_2039 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2057 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2106 GBV_ILN_2108 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2119 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2144 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2188 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2472 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_2548 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4336 GBV_ILN_4338 GBV_ILN_4393 GBV_ILN_4700 AR 73 2015 4 1469-1482 14 2013 01 DE-16-250 2987438419 00 --%%-- --%%-- --%%-- --%%-- l01 17-11-17 2013 01 DE-16-250 00 s hd2015 2013 01 DE-16-250 01 s (DE-627)1410508463 wissenschaftlicher Artikel (Zeitschrift) 2013 01 DE-16-250 02 s per_5 2013 01 DE-16-250 03 s s_14 2013 01 DE-16-250 04 p (DE-627)1477523898 Weingärtner, Sebastian 2013 01 DE-16-250 04 k (DE-627)1430735864 Lehrstuhl für Computerunterstützte Klinische Medizin (CKM) 2013 01 DE-16-250 04 s (DE-627)1410501914 Verfasser 2013 01 DE-16-250 04 s pos_3
allfieldsGer	10.1002/mrm.25270 doi (DE-627)1565476034 (DE-576)49547603X (DE-599)BSZ49547603X (OCoLC)1340982123 DE-627 ger DE-627 rda eng Roujol, Sébastien verfasserin (DE-588)1144662052 (DE-627)1004957874 (DE-576)495475998 aut Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC) application to T1 mapping Sébastien Roujol, Murilo Foppa, Sebastian Weingärtner, Warren J. Manning and Reza Nezafat 5 May 2014 14 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Gesehen am 17.11.2017 Im Titelzusatz ist "1" tiefgestellt Purpose: To propose and evaluate a novel nonrigid image registration approach for improved myocardial T1 mapping. Methods: Myocardial motion is estimated as global affine motion refined by a novel local nonrigid motion estimation algorithm. A variational framework is proposed, which simultaneously estimates motion field and intensity variations, and uses an additional regularization term to constrain the deformation field using automatic feature tracking. The method was evaluated in 29 patients by measuring the DICE similarity coefficient and the myocardial boundary error in short axis and four chamber data. Each image series was visually assessed as “no motion” or “with motion.” Overall T1 map quality and motion artifacts were assessed in the 85 T1 maps acquired in short axis view using a 4-point scale (1-nondiagnostic/severe motion artifact, 4-excellent/no motion artifact). Results: Increased DICE similarity coefficient (0.78 ± 0.14 to 0.87 ± 0.03, P < 0.001), reduced myocardial boundary error (1.29 ± 0.72 mm to 0.84 ± 0.20 mm, P < 0.001), improved overall T1 map quality (2.86 ± 1.04 to 3.49 ± 0.77, P < 0.001), and reduced T1 map motion artifacts (2.51 ± 0.84 to 3.61 ± 0.64, P < 0.001) were obtained after motion correction of “with motion” data (∼56% of data). Conclusions: The proposed nonrigid registration approach reduces the respiratory-induced motion that occurs during breath-hold T1 mapping, and significantly improves T1 map quality. 2014 image registration motion correction motion estimation myocardial tissue characterization T1 mapping Weingärtner, Sebastian 1991- verfasserin (DE-588)1051891507 (DE-627)786975199 (DE-576)407522883 aut Enthalten in Magnetic resonance in medicine New York, NY [u.a.] : Wiley-Liss, 1984 73(2015), 4, Seite 1469-1482 Online-Ressource (DE-627)303257040 (DE-600)1493786-4 (DE-576)096290455 1522-2594 nnns volume:73 year:2015 number:4 pages:1469-1482 extent:14 http://dx.doi.org/10.1002/mrm.25270 Verlag Resolving-System Volltext http://onlinelibrary.wiley.com.ezproxy.medma.uni-heidelberg.de/doi/10.1002/mrm.25270/abstract Verlag Volltext GBV_USEFLAG_U GBV_ILN_2013 ISIL_DE-16-250 SYSFLAG_1 GBV_KXP SSG-OLC-PHA GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_120 GBV_ILN_138 GBV_ILN_150 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_171 GBV_ILN_187 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_266 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_636 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2018 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2031 GBV_ILN_2034 GBV_ILN_2037 GBV_ILN_2038 GBV_ILN_2039 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2057 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2106 GBV_ILN_2108 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2119 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2144 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2188 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2472 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_2548 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4336 GBV_ILN_4338 GBV_ILN_4393 GBV_ILN_4700 AR 73 2015 4 1469-1482 14 2013 01 DE-16-250 2987438419 00 --%%-- --%%-- --%%-- --%%-- l01 17-11-17 2013 01 DE-16-250 00 s hd2015 2013 01 DE-16-250 01 s (DE-627)1410508463 wissenschaftlicher Artikel (Zeitschrift) 2013 01 DE-16-250 02 s per_5 2013 01 DE-16-250 03 s s_14 2013 01 DE-16-250 04 p (DE-627)1477523898 Weingärtner, Sebastian 2013 01 DE-16-250 04 k (DE-627)1430735864 Lehrstuhl für Computerunterstützte Klinische Medizin (CKM) 2013 01 DE-16-250 04 s (DE-627)1410501914 Verfasser 2013 01 DE-16-250 04 s pos_3
allfieldsSound	10.1002/mrm.25270 doi (DE-627)1565476034 (DE-576)49547603X (DE-599)BSZ49547603X (OCoLC)1340982123 DE-627 ger DE-627 rda eng Roujol, Sébastien verfasserin (DE-588)1144662052 (DE-627)1004957874 (DE-576)495475998 aut Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC) application to T1 mapping Sébastien Roujol, Murilo Foppa, Sebastian Weingärtner, Warren J. Manning and Reza Nezafat 5 May 2014 14 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Gesehen am 17.11.2017 Im Titelzusatz ist "1" tiefgestellt Purpose: To propose and evaluate a novel nonrigid image registration approach for improved myocardial T1 mapping. Methods: Myocardial motion is estimated as global affine motion refined by a novel local nonrigid motion estimation algorithm. A variational framework is proposed, which simultaneously estimates motion field and intensity variations, and uses an additional regularization term to constrain the deformation field using automatic feature tracking. The method was evaluated in 29 patients by measuring the DICE similarity coefficient and the myocardial boundary error in short axis and four chamber data. Each image series was visually assessed as “no motion” or “with motion.” Overall T1 map quality and motion artifacts were assessed in the 85 T1 maps acquired in short axis view using a 4-point scale (1-nondiagnostic/severe motion artifact, 4-excellent/no motion artifact). Results: Increased DICE similarity coefficient (0.78 ± 0.14 to 0.87 ± 0.03, P < 0.001), reduced myocardial boundary error (1.29 ± 0.72 mm to 0.84 ± 0.20 mm, P < 0.001), improved overall T1 map quality (2.86 ± 1.04 to 3.49 ± 0.77, P < 0.001), and reduced T1 map motion artifacts (2.51 ± 0.84 to 3.61 ± 0.64, P < 0.001) were obtained after motion correction of “with motion” data (∼56% of data). Conclusions: The proposed nonrigid registration approach reduces the respiratory-induced motion that occurs during breath-hold T1 mapping, and significantly improves T1 map quality. 2014 image registration motion correction motion estimation myocardial tissue characterization T1 mapping Weingärtner, Sebastian 1991- verfasserin (DE-588)1051891507 (DE-627)786975199 (DE-576)407522883 aut Enthalten in Magnetic resonance in medicine New York, NY [u.a.] : Wiley-Liss, 1984 73(2015), 4, Seite 1469-1482 Online-Ressource (DE-627)303257040 (DE-600)1493786-4 (DE-576)096290455 1522-2594 nnns volume:73 year:2015 number:4 pages:1469-1482 extent:14 http://dx.doi.org/10.1002/mrm.25270 Verlag Resolving-System Volltext http://onlinelibrary.wiley.com.ezproxy.medma.uni-heidelberg.de/doi/10.1002/mrm.25270/abstract Verlag Volltext GBV_USEFLAG_U GBV_ILN_2013 ISIL_DE-16-250 SYSFLAG_1 GBV_KXP SSG-OLC-PHA GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_120 GBV_ILN_138 GBV_ILN_150 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_171 GBV_ILN_187 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_266 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_636 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2018 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2031 GBV_ILN_2034 GBV_ILN_2037 GBV_ILN_2038 GBV_ILN_2039 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2057 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2106 GBV_ILN_2108 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2119 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2144 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2188 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2472 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_2548 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4336 GBV_ILN_4338 GBV_ILN_4393 GBV_ILN_4700 AR 73 2015 4 1469-1482 14 2013 01 DE-16-250 2987438419 00 --%%-- --%%-- --%%-- --%%-- l01 17-11-17 2013 01 DE-16-250 00 s hd2015 2013 01 DE-16-250 01 s (DE-627)1410508463 wissenschaftlicher Artikel (Zeitschrift) 2013 01 DE-16-250 02 s per_5 2013 01 DE-16-250 03 s s_14 2013 01 DE-16-250 04 p (DE-627)1477523898 Weingärtner, Sebastian 2013 01 DE-16-250 04 k (DE-627)1430735864 Lehrstuhl für Computerunterstützte Klinische Medizin (CKM) 2013 01 DE-16-250 04 s (DE-627)1410501914 Verfasser 2013 01 DE-16-250 04 s pos_3
language	English
source	Enthalten in Magnetic resonance in medicine 73(2015), 4, Seite 1469-1482 volume:73 year:2015 number:4 pages:1469-1482 extent:14
sourceStr	Enthalten in Magnetic resonance in medicine 73(2015), 4, Seite 1469-1482 volume:73 year:2015 number:4 pages:1469-1482 extent:14
format_phy_str_mv	Article
building	2013:0
institution	findex.gbv.de
selectbib_iln_str_mv	2013@01
topic_facet	image registration motion correction motion estimation myocardial tissue characterization T1 mapping
sw_local_iln_str_mv	2013:hd2015 DE-16-250:hd2015 2013:wissenschaftlicher Artikel (Zeitschrift) DE-16-250:wissenschaftlicher Artikel (Zeitschrift) 2013:per_5 DE-16-250:per_5 2013:s_14 DE-16-250:s_14 2013:Weingärtner, Sebastian DE-16-250:Weingärtner, Sebastian 2013:Lehrstuhl für Computerunterstützte Klinische Medizin (CKM) DE-16-250:Lehrstuhl für Computerunterstützte Klinische Medizin (CKM) 2013:Verfasser DE-16-250:Verfasser 2013:pos_3 DE-16-250:pos_3
isfreeaccess_bool	false
container_title	Magnetic resonance in medicine
authorswithroles_txt_mv	Roujol, Sébastien @@aut@@ Weingärtner, Sebastian @@aut@@
publishDateDaySort_date	2015-01-01T00:00:00Z
hierarchy_top_id	303257040
id	1565476034
language_de	englisch
fullrecord	<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01000caa a2200265 4500</leader><controlfield tag="001">1565476034</controlfield><controlfield tag="003">DE-627</controlfield><controlfield tag="005">20230427142116.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">171117r20152014xx \|\|\|\|\|o 00\| \|\|eng c</controlfield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1002/mrm.25270</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627)1565476034</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-576)49547603X</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BSZ49547603X</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1340982123</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">ger</subfield><subfield code="c">DE-627</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Roujol, Sébastien</subfield><subfield code="e">verfasserin</subfield><subfield code="0">(DE-588)1144662052</subfield><subfield code="0">(DE-627)1004957874</subfield><subfield code="0">(DE-576)495475998</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC)</subfield><subfield code="b">application to T1 mapping</subfield><subfield code="c">Sébastien Roujol, Murilo Foppa, Sebastian Weingärtner, Warren J. Manning and Reza Nezafat</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="c">5 May 2014</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">14</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">Text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">Computermedien</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Online-Ressource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Gesehen am 17.11.2017</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Im Titelzusatz ist "1" tiefgestellt</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">Purpose: To propose and evaluate a novel nonrigid image registration approach for improved myocardial T1 mapping. Methods: Myocardial motion is estimated as global affine motion refined by a novel local nonrigid motion estimation algorithm. A variational framework is proposed, which simultaneously estimates motion field and intensity variations, and uses an additional regularization term to constrain the deformation field using automatic feature tracking. The method was evaluated in 29 patients by measuring the DICE similarity coefficient and the myocardial boundary error in short axis and four chamber data. Each image series was visually assessed as “no motion” or “with motion.” Overall T1 map quality and motion artifacts were assessed in the 85 T1 maps acquired in short axis view using a 4-point scale (1-nondiagnostic/severe motion artifact, 4-excellent/no motion artifact). Results: Increased DICE similarity coefficient (0.78 ± 0.14 to 0.87 ± 0.03, P < 0.001), reduced myocardial boundary error (1.29 ± 0.72 mm to 0.84 ± 0.20 mm, P < 0.001), improved overall T1 map quality (2.86 ± 1.04 to 3.49 ± 0.77, P < 0.001), and reduced T1 map motion artifacts (2.51 ± 0.84 to 3.61 ± 0.64, P < 0.001) were obtained after motion correction of “with motion” data (∼56% of data). Conclusions: The proposed nonrigid registration approach reduces the respiratory-induced motion that occurs during breath-hold T1 mapping, and significantly improves T1 map quality.</subfield></datafield><datafield tag="534" ind1=" " ind2=" "><subfield code="c">2014</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">image registration</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">motion correction</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">motion estimation</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">myocardial tissue characterization</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">T1 mapping</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Weingärtner, Sebastian</subfield><subfield code="d">1991-</subfield><subfield code="e">verfasserin</subfield><subfield code="0">(DE-588)1051891507</subfield><subfield code="0">(DE-627)786975199</subfield><subfield code="0">(DE-576)407522883</subfield><subfield code="4">aut</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Enthalten in</subfield><subfield code="t">Magnetic resonance in medicine</subfield><subfield code="d">New York, NY [u.a.] : Wiley-Liss, 1984</subfield><subfield code="g">73(2015), 4, Seite 1469-1482</subfield><subfield code="h">Online-Ressource</subfield><subfield code="w">(DE-627)303257040</subfield><subfield code="w">(DE-600)1493786-4</subfield><subfield code="w">(DE-576)096290455</subfield><subfield code="x">1522-2594</subfield><subfield code="7">nnns</subfield></datafield><datafield tag="773" ind1="1" ind2="8"><subfield code="g">volume:73</subfield><subfield code="g">year:2015</subfield><subfield code="g">number:4</subfield><subfield code="g">pages:1469-1482</subfield><subfield code="g">extent:14</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">http://dx.doi.org/10.1002/mrm.25270</subfield><subfield code="x">Verlag</subfield><subfield code="x">Resolving-System</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">http://onlinelibrary.wiley.com.ezproxy.medma.uni-heidelberg.de/doi/10.1002/mrm.25270/abstract</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_USEFLAG_U</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2013</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ISIL_DE-16-250</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SYSFLAG_1</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_KXP</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SSG-OLC-PHA</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_11</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_20</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_22</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_23</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_24</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_31</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_32</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_39</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_40</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_60</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_62</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_63</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_65</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_69</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_70</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_73</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_74</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_90</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_95</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_100</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_101</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_105</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_110</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_120</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_138</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_150</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_151</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_161</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_170</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_171</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_187</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_213</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_224</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_230</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_266</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_285</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_293</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_370</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_602</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_636</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_647</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_702</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2001</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2003</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2004</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2005</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2006</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2007</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2008</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2009</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2010</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2011</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2014</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2015</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2018</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2020</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2021</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2025</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2026</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2027</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2031</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2034</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2037</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2038</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2039</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2044</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2048</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2049</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2050</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2055</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2056</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2057</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2059</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2061</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2064</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2068</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2088</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2093</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2106</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2108</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2110</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2111</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2112</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2113</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2118</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2119</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2122</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2129</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2143</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2144</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2147</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2148</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2152</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2153</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2188</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2190</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2232</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2336</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2470</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2472</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2507</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2522</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2548</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4012</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4035</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4037</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4046</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4112</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4125</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4126</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4242</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4246</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4249</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4251</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4305</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4306</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4307</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4313</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4322</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4323</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4324</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4325</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4326</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4333</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4334</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4335</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4336</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4338</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4393</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4700</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">AR</subfield></datafield><datafield tag="952" ind1=" " ind2=" "><subfield code="d">73</subfield><subfield code="j">2015</subfield><subfield code="e">4</subfield><subfield code="h">1469-1482</subfield><subfield code="g">14</subfield></datafield><datafield tag="980" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="b">2987438419</subfield><subfield code="c">00</subfield><subfield code="f">--%%--</subfield><subfield code="d">--%%--</subfield><subfield code="e">--%%--</subfield><subfield code="j">--%%--</subfield><subfield code="y">l01</subfield><subfield code="z">17-11-17</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">00</subfield><subfield code="s">s</subfield><subfield code="a">hd2015</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">01</subfield><subfield code="s">s</subfield><subfield code="0">(DE-627)1410508463</subfield><subfield code="a">wissenschaftlicher Artikel (Zeitschrift)</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">02</subfield><subfield code="s">s</subfield><subfield code="a">per_5</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">03</subfield><subfield code="s">s</subfield><subfield code="a">s_14</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">04</subfield><subfield code="s">p</subfield><subfield code="0">(DE-627)1477523898</subfield><subfield code="a">Weingärtner, Sebastian</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">04</subfield><subfield code="s">k</subfield><subfield code="0">(DE-627)1430735864</subfield><subfield code="a">Lehrstuhl für Computerunterstützte Klinische Medizin (CKM)</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">04</subfield><subfield code="s">s</subfield><subfield code="0">(DE-627)1410501914</subfield><subfield code="a">Verfasser</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">04</subfield><subfield code="s">s</subfield><subfield code="a">pos_3</subfield></datafield></record></collection>
standort_str_mv	--%%--
standort_iln_str_mv	2013:--%%-- DE-16-250:--%%--
author	Roujol, Sébastien
spellingShingle	Roujol, Sébastien misc image registration misc motion correction misc motion estimation misc myocardial tissue characterization misc T1 mapping 2013 hd2015 2013 wissenschaftlicher Artikel (Zeitschrift) 2013 per_5 2013 s_14 2013 Weingärtner, Sebastian 2013 Lehrstuhl für Computerunterstützte Klinische Medizin (CKM) 2013 Verfasser 2013 pos_3 Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC) application to T1 mapping
authorStr	Roujol, Sébastien
ppnlink_with_tag_str_mv	@@773@@(DE-627)303257040
format	electronic Article
delete_txt_mv	keep
author_role	aut aut
typewithnormlink_str_mv	Person@(DE-588)1144662052 DifferentiatedPerson@(DE-588)1144662052 Person@(DE-588)1051891507 DifferentiatedPerson@(DE-588)1051891507
collection	KXP SWB GVK
remote_str	true
last_changed_iln_str_mv	2013@17-11-17
illustrated	Not Illustrated
issn	1522-2594
topic_title	2013 01 DE-16-250 00 s hd2015 2013 01 DE-16-250 01 s (DE-627)1410508463 wissenschaftlicher Artikel (Zeitschrift) 2013 01 DE-16-250 02 s per_5 2013 01 DE-16-250 03 s s_14 2013 01 DE-16-250 04 p (DE-627)1477523898 Weingärtner, Sebastian 2013 01 DE-16-250 04 k (DE-627)1430735864 Lehrstuhl für Computerunterstützte Klinische Medizin (CKM) 2013 01 DE-16-250 04 s (DE-627)1410501914 Verfasser 2013 01 DE-16-250 04 s pos_3 Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC) application to T1 mapping Sébastien Roujol, Murilo Foppa, Sebastian Weingärtner, Warren J. Manning and Reza Nezafat image registration motion correction motion estimation myocardial tissue characterization T1 mapping
topic	misc image registration misc motion correction misc motion estimation misc myocardial tissue characterization misc T1 mapping 2013 hd2015 2013 wissenschaftlicher Artikel (Zeitschrift) 2013 per_5 2013 s_14 2013 Weingärtner, Sebastian 2013 Lehrstuhl für Computerunterstützte Klinische Medizin (CKM) 2013 Verfasser 2013 pos_3
topic_unstemmed	misc image registration misc motion correction misc motion estimation misc myocardial tissue characterization misc T1 mapping 2013 hd2015 2013 wissenschaftlicher Artikel (Zeitschrift) 2013 per_5 2013 s_14 2013 Weingärtner, Sebastian 2013 Lehrstuhl für Computerunterstützte Klinische Medizin (CKM) 2013 Verfasser 2013 pos_3
topic_browse	misc image registration misc motion correction misc motion estimation misc myocardial tissue characterization misc T1 mapping 2013 hd2015 2013 wissenschaftlicher Artikel (Zeitschrift) 2013 per_5 2013 s_14 2013 Weingärtner, Sebastian 2013 Lehrstuhl für Computerunterstützte Klinische Medizin (CKM) 2013 Verfasser 2013 pos_3
format_facet	Elektronische Aufsätze Aufsätze Elektronische Ressource
standort_txtP_mv	--%%--
format_main_str_mv	Text Zeitschrift/Artikel
carriertype_str_mv	cr
hierarchy_parent_title	Magnetic resonance in medicine
normlinkwithtype_str_mv	(DE-588)1144662052@Person (DE-588)1144662052@DifferentiatedPerson (DE-588)1051891507@Person (DE-588)1051891507@DifferentiatedPerson
hierarchy_parent_id	303257040
signature	--%%--
signature_str_mv	--%%--
hierarchy_top_title	Magnetic resonance in medicine
isfreeaccess_txt	false
familylinks_str_mv	(DE-627)303257040 (DE-600)1493786-4 (DE-576)096290455
normlinkwithrole_str_mv	(DE-588)1144662052@@aut@@ (DE-588)1051891507@@aut@@
title	Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC) application to T1 mapping
ctrlnum	(DE-627)1565476034 (DE-576)49547603X (DE-599)BSZ49547603X (OCoLC)1340982123
title_full	Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC) application to T1 mapping Sébastien Roujol, Murilo Foppa, Sebastian Weingärtner, Warren J. Manning and Reza Nezafat
author_sort	Roujol, Sébastien
journal	Magnetic resonance in medicine
journalStr	Magnetic resonance in medicine
callnumber-first-code	-
lang_code	eng
isOA_bool	false
recordtype	marc
publishDateSort	2015
contenttype_str_mv	txt
container_start_page	1469
author_browse	Roujol, Sébastien Weingärtner, Sebastian
selectkey	2013:l
container_volume	73
physical	14
format_se	Elektronische Aufsätze
author-letter	Roujol, Sébastien
title_sub	application to T1 mapping
doi_str_mv	10.1002/mrm.25270
normlink	1144662052 1004957874 495475998 1051891507 786975199 407522883 1410508463 1477523898 1430735864 1410501914
normlink_prefix_str_mv	(DE-588)1144662052 (DE-627)1004957874 (DE-576)495475998 (DE-588)1051891507 (DE-627)786975199 (DE-576)407522883 (DE-627)1410508463 (DE-627)1477523898 (DE-627)1430735864 (DE-627)1410501914
author2-role	verfasserin
title_sort	adaptive registration of varying contrast-weighted images for improved tissue characterization (arctic)application to t1 mapping
title_auth	Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC) application to T1 mapping
abstract	Purpose: To propose and evaluate a novel nonrigid image registration approach for improved myocardial T1 mapping. Methods: Myocardial motion is estimated as global affine motion refined by a novel local nonrigid motion estimation algorithm. A variational framework is proposed, which simultaneously estimates motion field and intensity variations, and uses an additional regularization term to constrain the deformation field using automatic feature tracking. The method was evaluated in 29 patients by measuring the DICE similarity coefficient and the myocardial boundary error in short axis and four chamber data. Each image series was visually assessed as “no motion” or “with motion.” Overall T1 map quality and motion artifacts were assessed in the 85 T1 maps acquired in short axis view using a 4-point scale (1-nondiagnostic/severe motion artifact, 4-excellent/no motion artifact). Results: Increased DICE similarity coefficient (0.78 ± 0.14 to 0.87 ± 0.03, P < 0.001), reduced myocardial boundary error (1.29 ± 0.72 mm to 0.84 ± 0.20 mm, P < 0.001), improved overall T1 map quality (2.86 ± 1.04 to 3.49 ± 0.77, P < 0.001), and reduced T1 map motion artifacts (2.51 ± 0.84 to 3.61 ± 0.64, P < 0.001) were obtained after motion correction of “with motion” data (∼56% of data). Conclusions: The proposed nonrigid registration approach reduces the respiratory-induced motion that occurs during breath-hold T1 mapping, and significantly improves T1 map quality. Gesehen am 17.11.2017 Im Titelzusatz ist "1" tiefgestellt
abstractGer	Purpose: To propose and evaluate a novel nonrigid image registration approach for improved myocardial T1 mapping. Methods: Myocardial motion is estimated as global affine motion refined by a novel local nonrigid motion estimation algorithm. A variational framework is proposed, which simultaneously estimates motion field and intensity variations, and uses an additional regularization term to constrain the deformation field using automatic feature tracking. The method was evaluated in 29 patients by measuring the DICE similarity coefficient and the myocardial boundary error in short axis and four chamber data. Each image series was visually assessed as “no motion” or “with motion.” Overall T1 map quality and motion artifacts were assessed in the 85 T1 maps acquired in short axis view using a 4-point scale (1-nondiagnostic/severe motion artifact, 4-excellent/no motion artifact). Results: Increased DICE similarity coefficient (0.78 ± 0.14 to 0.87 ± 0.03, P < 0.001), reduced myocardial boundary error (1.29 ± 0.72 mm to 0.84 ± 0.20 mm, P < 0.001), improved overall T1 map quality (2.86 ± 1.04 to 3.49 ± 0.77, P < 0.001), and reduced T1 map motion artifacts (2.51 ± 0.84 to 3.61 ± 0.64, P < 0.001) were obtained after motion correction of “with motion” data (∼56% of data). Conclusions: The proposed nonrigid registration approach reduces the respiratory-induced motion that occurs during breath-hold T1 mapping, and significantly improves T1 map quality. Gesehen am 17.11.2017 Im Titelzusatz ist "1" tiefgestellt
abstract_unstemmed	Purpose: To propose and evaluate a novel nonrigid image registration approach for improved myocardial T1 mapping. Methods: Myocardial motion is estimated as global affine motion refined by a novel local nonrigid motion estimation algorithm. A variational framework is proposed, which simultaneously estimates motion field and intensity variations, and uses an additional regularization term to constrain the deformation field using automatic feature tracking. The method was evaluated in 29 patients by measuring the DICE similarity coefficient and the myocardial boundary error in short axis and four chamber data. Each image series was visually assessed as “no motion” or “with motion.” Overall T1 map quality and motion artifacts were assessed in the 85 T1 maps acquired in short axis view using a 4-point scale (1-nondiagnostic/severe motion artifact, 4-excellent/no motion artifact). Results: Increased DICE similarity coefficient (0.78 ± 0.14 to 0.87 ± 0.03, P < 0.001), reduced myocardial boundary error (1.29 ± 0.72 mm to 0.84 ± 0.20 mm, P < 0.001), improved overall T1 map quality (2.86 ± 1.04 to 3.49 ± 0.77, P < 0.001), and reduced T1 map motion artifacts (2.51 ± 0.84 to 3.61 ± 0.64, P < 0.001) were obtained after motion correction of “with motion” data (∼56% of data). Conclusions: The proposed nonrigid registration approach reduces the respiratory-induced motion that occurs during breath-hold T1 mapping, and significantly improves T1 map quality. Gesehen am 17.11.2017 Im Titelzusatz ist "1" tiefgestellt
collection_details	GBV_USEFLAG_U GBV_ILN_2013 ISIL_DE-16-250 SYSFLAG_1 GBV_KXP SSG-OLC-PHA GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_120 GBV_ILN_138 GBV_ILN_150 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_171 GBV_ILN_187 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_266 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_636 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2018 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2031 GBV_ILN_2034 GBV_ILN_2037 GBV_ILN_2038 GBV_ILN_2039 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2057 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2106 GBV_ILN_2108 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2119 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2144 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2188 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2472 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_2548 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4336 GBV_ILN_4338 GBV_ILN_4393 GBV_ILN_4700
container_issue	4
title_short	Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC)
url	http://dx.doi.org/10.1002/mrm.25270 http://onlinelibrary.wiley.com.ezproxy.medma.uni-heidelberg.de/doi/10.1002/mrm.25270/abstract
ausleihindikator_str_mv	2013:-
rolewithnormlink_str_mv	@@aut@@(DE-588)1144662052 @@aut@@(DE-588)1051891507
remote_bool	true
author2	Weingärtner, Sebastian 1991-
author2Str	Weingärtner, Sebastian 1991-
ppnlink	303257040
GND_str_mv	Roujol, Sébastien Weingaertner, Sebastian Weingärtner, Sebastian
GND_txt_mv	Roujol, Sébastien Weingaertner, Sebastian Weingärtner, Sebastian
GND_txtF_mv	Roujol, Sébastien Weingaertner, Sebastian Weingärtner, Sebastian
mediatype_str_mv	c
isOA_txt	false
hochschulschrift_bool	false
doi_str	10.1002/mrm.25270
callnumber-a	--%%--
up_date	2024-07-05T01:48:50.212Z
_version_	1803701851475935232
fullrecord_marcxml	<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01000caa a2200265 4500</leader><controlfield tag="001">1565476034</controlfield><controlfield tag="003">DE-627</controlfield><controlfield tag="005">20230427142116.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">171117r20152014xx \|\|\|\|\|o 00\| \|\|eng c</controlfield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1002/mrm.25270</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627)1565476034</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-576)49547603X</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BSZ49547603X</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1340982123</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">ger</subfield><subfield code="c">DE-627</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Roujol, Sébastien</subfield><subfield code="e">verfasserin</subfield><subfield code="0">(DE-588)1144662052</subfield><subfield code="0">(DE-627)1004957874</subfield><subfield code="0">(DE-576)495475998</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC)</subfield><subfield code="b">application to T1 mapping</subfield><subfield code="c">Sébastien Roujol, Murilo Foppa, Sebastian Weingärtner, Warren J. Manning and Reza Nezafat</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="c">5 May 2014</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">14</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">Text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">Computermedien</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Online-Ressource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Gesehen am 17.11.2017</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Im Titelzusatz ist "1" tiefgestellt</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">Purpose: To propose and evaluate a novel nonrigid image registration approach for improved myocardial T1 mapping. Methods: Myocardial motion is estimated as global affine motion refined by a novel local nonrigid motion estimation algorithm. A variational framework is proposed, which simultaneously estimates motion field and intensity variations, and uses an additional regularization term to constrain the deformation field using automatic feature tracking. The method was evaluated in 29 patients by measuring the DICE similarity coefficient and the myocardial boundary error in short axis and four chamber data. Each image series was visually assessed as “no motion” or “with motion.” Overall T1 map quality and motion artifacts were assessed in the 85 T1 maps acquired in short axis view using a 4-point scale (1-nondiagnostic/severe motion artifact, 4-excellent/no motion artifact). Results: Increased DICE similarity coefficient (0.78 ± 0.14 to 0.87 ± 0.03, P < 0.001), reduced myocardial boundary error (1.29 ± 0.72 mm to 0.84 ± 0.20 mm, P < 0.001), improved overall T1 map quality (2.86 ± 1.04 to 3.49 ± 0.77, P < 0.001), and reduced T1 map motion artifacts (2.51 ± 0.84 to 3.61 ± 0.64, P < 0.001) were obtained after motion correction of “with motion” data (∼56% of data). Conclusions: The proposed nonrigid registration approach reduces the respiratory-induced motion that occurs during breath-hold T1 mapping, and significantly improves T1 map quality.</subfield></datafield><datafield tag="534" ind1=" " ind2=" "><subfield code="c">2014</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">image registration</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">motion correction</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">motion estimation</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">myocardial tissue characterization</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">T1 mapping</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Weingärtner, Sebastian</subfield><subfield code="d">1991-</subfield><subfield code="e">verfasserin</subfield><subfield code="0">(DE-588)1051891507</subfield><subfield code="0">(DE-627)786975199</subfield><subfield code="0">(DE-576)407522883</subfield><subfield code="4">aut</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Enthalten in</subfield><subfield code="t">Magnetic resonance in medicine</subfield><subfield code="d">New York, NY [u.a.] : Wiley-Liss, 1984</subfield><subfield code="g">73(2015), 4, Seite 1469-1482</subfield><subfield code="h">Online-Ressource</subfield><subfield code="w">(DE-627)303257040</subfield><subfield code="w">(DE-600)1493786-4</subfield><subfield code="w">(DE-576)096290455</subfield><subfield code="x">1522-2594</subfield><subfield code="7">nnns</subfield></datafield><datafield tag="773" ind1="1" ind2="8"><subfield code="g">volume:73</subfield><subfield code="g">year:2015</subfield><subfield code="g">number:4</subfield><subfield code="g">pages:1469-1482</subfield><subfield code="g">extent:14</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">http://dx.doi.org/10.1002/mrm.25270</subfield><subfield code="x">Verlag</subfield><subfield code="x">Resolving-System</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">http://onlinelibrary.wiley.com.ezproxy.medma.uni-heidelberg.de/doi/10.1002/mrm.25270/abstract</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_USEFLAG_U</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2013</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ISIL_DE-16-250</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SYSFLAG_1</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_KXP</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SSG-OLC-PHA</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_11</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_20</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_22</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_23</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_24</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_31</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_32</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_39</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_40</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_60</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_62</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_63</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_65</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_69</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_70</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_73</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_74</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_90</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_95</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_100</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_101</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_105</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_110</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_120</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_138</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_150</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_151</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_161</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_170</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_171</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_187</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_213</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_224</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_230</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_266</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_285</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_293</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_370</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_602</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_636</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_647</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_702</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2001</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2003</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2004</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2005</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2006</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2007</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2008</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2009</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2010</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2011</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2014</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2015</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2018</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2020</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2021</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2025</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2026</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2027</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2031</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2034</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2037</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2038</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2039</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2044</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2048</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2049</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2050</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2055</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2056</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2057</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2059</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2061</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2064</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2068</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2088</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2093</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2106</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2108</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2110</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2111</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2112</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2113</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2118</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2119</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2122</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2129</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2143</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2144</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2147</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2148</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2152</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2153</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2188</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2190</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2232</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2336</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2470</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2472</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2507</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2522</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2548</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4012</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4035</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4037</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4046</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4112</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4125</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4126</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4242</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4246</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4249</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4251</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4305</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4306</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4307</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4313</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4322</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4323</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4324</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4325</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4326</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4333</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4334</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4335</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4336</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4338</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4393</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4700</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">AR</subfield></datafield><datafield tag="952" ind1=" " ind2=" "><subfield code="d">73</subfield><subfield code="j">2015</subfield><subfield code="e">4</subfield><subfield code="h">1469-1482</subfield><subfield code="g">14</subfield></datafield><datafield tag="980" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="b">2987438419</subfield><subfield code="c">00</subfield><subfield code="f">--%%--</subfield><subfield code="d">--%%--</subfield><subfield code="e">--%%--</subfield><subfield code="j">--%%--</subfield><subfield code="y">l01</subfield><subfield code="z">17-11-17</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">00</subfield><subfield code="s">s</subfield><subfield code="a">hd2015</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">01</subfield><subfield code="s">s</subfield><subfield code="0">(DE-627)1410508463</subfield><subfield code="a">wissenschaftlicher Artikel (Zeitschrift)</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">02</subfield><subfield code="s">s</subfield><subfield code="a">per_5</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">03</subfield><subfield code="s">s</subfield><subfield code="a">s_14</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">04</subfield><subfield code="s">p</subfield><subfield code="0">(DE-627)1477523898</subfield><subfield code="a">Weingärtner, Sebastian</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">04</subfield><subfield code="s">k</subfield><subfield code="0">(DE-627)1430735864</subfield><subfield code="a">Lehrstuhl für Computerunterstützte Klinische Medizin (CKM)</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">04</subfield><subfield code="s">s</subfield><subfield code="0">(DE-627)1410501914</subfield><subfield code="a">Verfasser</subfield></datafield><datafield tag="982" ind1=" " ind2=" "><subfield code="2">2013</subfield><subfield code="1">01</subfield><subfield code="x">DE-16-250</subfield><subfield code="8">04</subfield><subfield code="s">s</subfield><subfield code="a">pos_3</subfield></datafield></record></collection>
score	7.4011354

Nicht das Richtige dabei?

Schreiben Sie uns!

Adaptive registration of varying contrast-weighted images for improved tissue characterization (ARCTIC) : application to T1 mapping

Nicht das Richtige dabei?

Zugang & Verfügbarkeit

Vorhandene Bände

Nicht das Richtige dabei?