Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues
The biological tissue temperature field monitoring is essential for laser-induced tumor thermotherapy (LITT). Through observable temperature information to reconstruct the temperature field is an important means of obtaining transient temperature fields within tissues. In this work, a new method is...
Ausführliche Beschreibung
Autor*in: |
Ji, Yalan [verfasserIn] Wang, Guangjun [verfasserIn] Chen, Hong [verfasserIn] Chen, Zehong [verfasserIn] |
---|
Format: |
E-Artikel |
---|---|
Sprache: |
Englisch |
Erschienen: |
2023 |
---|
Schlagwörter: |
---|
Übergeordnetes Werk: |
Enthalten in: International journal of heat and mass transfer - Amsterdam [u.a.] : Elsevier, 1960, 218 |
---|---|
Übergeordnetes Werk: |
volume:218 |
DOI / URN: |
10.1016/j.ijheatmasstransfer.2023.124771 |
---|
Katalog-ID: |
ELV065525949 |
---|
LEADER | 01000naa a22002652 4500 | ||
---|---|---|---|
001 | ELV065525949 | ||
003 | DE-627 | ||
005 | 20231111093052.0 | ||
007 | cr uuu---uuuuu | ||
008 | 231111s2023 xx |||||o 00| ||eng c | ||
024 | 7 | |a 10.1016/j.ijheatmasstransfer.2023.124771 |2 doi | |
035 | |a (DE-627)ELV065525949 | ||
035 | |a (ELSEVIER)S0017-9310(23)00916-X | ||
040 | |a DE-627 |b ger |c DE-627 |e rda | ||
041 | |a eng | ||
082 | 0 | 4 | |a 620 |q VZ |
084 | |a 50.38 |2 bkl | ||
100 | 1 | |a Ji, Yalan |e verfasserin |4 aut | |
245 | 1 | 0 | |a Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues |
264 | 1 | |c 2023 | |
336 | |a nicht spezifiziert |b zzz |2 rdacontent | ||
337 | |a Computermedien |b c |2 rdamedia | ||
338 | |a Online-Ressource |b cr |2 rdacarrier | ||
520 | |a The biological tissue temperature field monitoring is essential for laser-induced tumor thermotherapy (LITT). Through observable temperature information to reconstruct the temperature field is an important means of obtaining transient temperature fields within tissues. In this work, a new method is proposed to reconstruct the biological tissue temperature field during LITT by means of a temperature response spatiotemporal correlation model. Firstly, based on the bioheat transfer equation, the external description of the spatiotemporal mapping relationship for the heat transfer process in laser irradiated biological tissues is established. Further, through the external description of the spatiotemporal mapping relationship, the temperature response spatiotemporal correlation model in laser irradiated biological tissues is constructed. Afterwards, for the pathological problem of temperature response spatiotemporal correlation model, a construction scheme of temperature response spatiotemporal correlation matrix based on regular optimization technique is established to turn the temperature response spatiotemporal correlation problem into a well-pose problem. Finally, the temperature response spatiotemporal correlation model is used to achieve non-destructive reconstruction of biological tissue temperature field based on rolling optimization. The reliability of the above temperature response spatiotemporal correlation model is indirectly demonstrated by the existing experimental data of laser irradiated biological tissues. Numerical experiment is performed to investigated the effects of laser irradiation form and measurement error on the reconstruction results. | ||
650 | 4 | |a Bioheat transfer | |
650 | 4 | |a Temperature field reconstruction | |
650 | 4 | |a LITT | |
650 | 4 | |a Response spatiotemporal correlation | |
700 | 1 | |a Wang, Guangjun |e verfasserin |4 aut | |
700 | 1 | |a Chen, Hong |e verfasserin |4 aut | |
700 | 1 | |a Chen, Zehong |e verfasserin |4 aut | |
773 | 0 | 8 | |i Enthalten in |t International journal of heat and mass transfer |d Amsterdam [u.a.] : Elsevier, 1960 |g 218 |h Online-Ressource |w (DE-627)320505081 |w (DE-600)2012726-1 |w (DE-576)096806575 |x 1879-2189 |7 nnns |
773 | 1 | 8 | |g volume:218 |
912 | |a GBV_USEFLAG_U | ||
912 | |a GBV_ELV | ||
912 | |a SYSFLAG_U | ||
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_40 | ||
912 | |a GBV_ILN_60 | ||
912 | |a GBV_ILN_62 | ||
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_105 | ||
912 | |a GBV_ILN_110 | ||
912 | |a GBV_ILN_150 | ||
912 | |a GBV_ILN_151 | ||
912 | |a GBV_ILN_187 | ||
912 | |a GBV_ILN_213 | ||
912 | |a GBV_ILN_224 | ||
912 | |a GBV_ILN_230 | ||
912 | |a GBV_ILN_370 | ||
912 | |a GBV_ILN_602 | ||
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_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_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_2034 | ||
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_2059 | ||
912 | |a GBV_ILN_2061 | ||
912 | |a GBV_ILN_2064 | ||
912 | |a GBV_ILN_2088 | ||
912 | |a GBV_ILN_2106 | ||
912 | |a GBV_ILN_2110 | ||
912 | |a GBV_ILN_2111 | ||
912 | |a GBV_ILN_2112 | ||
912 | |a GBV_ILN_2122 | ||
912 | |a GBV_ILN_2129 | ||
912 | |a GBV_ILN_2143 | ||
912 | |a GBV_ILN_2152 | ||
912 | |a GBV_ILN_2153 | ||
912 | |a GBV_ILN_2190 | ||
912 | |a GBV_ILN_2232 | ||
912 | |a GBV_ILN_2336 | ||
912 | |a GBV_ILN_2470 | ||
912 | |a GBV_ILN_2507 | ||
912 | |a GBV_ILN_4035 | ||
912 | |a GBV_ILN_4037 | ||
912 | |a GBV_ILN_4112 | ||
912 | |a GBV_ILN_4125 | ||
912 | |a GBV_ILN_4242 | ||
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_4338 | ||
912 | |a GBV_ILN_4393 | ||
912 | |a GBV_ILN_4700 | ||
936 | b | k | |a 50.38 |j Technische Thermodynamik |q VZ |
951 | |a AR | ||
952 | |d 218 |
author_variant |
y j yj g w gw h c hc z c zc |
---|---|
matchkey_str |
article:18792189:2023----::eprtrrsossaitmoacreainoeadodsrcieeosrcinfeprtrfed |
hierarchy_sort_str |
2023 |
bklnumber |
50.38 |
publishDate |
2023 |
allfields |
10.1016/j.ijheatmasstransfer.2023.124771 doi (DE-627)ELV065525949 (ELSEVIER)S0017-9310(23)00916-X DE-627 ger DE-627 rda eng 620 VZ 50.38 bkl Ji, Yalan verfasserin aut Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues 2023 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The biological tissue temperature field monitoring is essential for laser-induced tumor thermotherapy (LITT). Through observable temperature information to reconstruct the temperature field is an important means of obtaining transient temperature fields within tissues. In this work, a new method is proposed to reconstruct the biological tissue temperature field during LITT by means of a temperature response spatiotemporal correlation model. Firstly, based on the bioheat transfer equation, the external description of the spatiotemporal mapping relationship for the heat transfer process in laser irradiated biological tissues is established. Further, through the external description of the spatiotemporal mapping relationship, the temperature response spatiotemporal correlation model in laser irradiated biological tissues is constructed. Afterwards, for the pathological problem of temperature response spatiotemporal correlation model, a construction scheme of temperature response spatiotemporal correlation matrix based on regular optimization technique is established to turn the temperature response spatiotemporal correlation problem into a well-pose problem. Finally, the temperature response spatiotemporal correlation model is used to achieve non-destructive reconstruction of biological tissue temperature field based on rolling optimization. The reliability of the above temperature response spatiotemporal correlation model is indirectly demonstrated by the existing experimental data of laser irradiated biological tissues. Numerical experiment is performed to investigated the effects of laser irradiation form and measurement error on the reconstruction results. Bioheat transfer Temperature field reconstruction LITT Response spatiotemporal correlation Wang, Guangjun verfasserin aut Chen, Hong verfasserin aut Chen, Zehong verfasserin aut Enthalten in International journal of heat and mass transfer Amsterdam [u.a.] : Elsevier, 1960 218 Online-Ressource (DE-627)320505081 (DE-600)2012726-1 (DE-576)096806575 1879-2189 nnns volume:218 GBV_USEFLAG_U GBV_ELV SYSFLAG_U GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 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_105 GBV_ILN_110 GBV_ILN_150 GBV_ILN_151 GBV_ILN_187 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4242 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_4338 GBV_ILN_4393 GBV_ILN_4700 50.38 Technische Thermodynamik VZ AR 218 |
spelling |
10.1016/j.ijheatmasstransfer.2023.124771 doi (DE-627)ELV065525949 (ELSEVIER)S0017-9310(23)00916-X DE-627 ger DE-627 rda eng 620 VZ 50.38 bkl Ji, Yalan verfasserin aut Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues 2023 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The biological tissue temperature field monitoring is essential for laser-induced tumor thermotherapy (LITT). Through observable temperature information to reconstruct the temperature field is an important means of obtaining transient temperature fields within tissues. In this work, a new method is proposed to reconstruct the biological tissue temperature field during LITT by means of a temperature response spatiotemporal correlation model. Firstly, based on the bioheat transfer equation, the external description of the spatiotemporal mapping relationship for the heat transfer process in laser irradiated biological tissues is established. Further, through the external description of the spatiotemporal mapping relationship, the temperature response spatiotemporal correlation model in laser irradiated biological tissues is constructed. Afterwards, for the pathological problem of temperature response spatiotemporal correlation model, a construction scheme of temperature response spatiotemporal correlation matrix based on regular optimization technique is established to turn the temperature response spatiotemporal correlation problem into a well-pose problem. Finally, the temperature response spatiotemporal correlation model is used to achieve non-destructive reconstruction of biological tissue temperature field based on rolling optimization. The reliability of the above temperature response spatiotemporal correlation model is indirectly demonstrated by the existing experimental data of laser irradiated biological tissues. Numerical experiment is performed to investigated the effects of laser irradiation form and measurement error on the reconstruction results. Bioheat transfer Temperature field reconstruction LITT Response spatiotemporal correlation Wang, Guangjun verfasserin aut Chen, Hong verfasserin aut Chen, Zehong verfasserin aut Enthalten in International journal of heat and mass transfer Amsterdam [u.a.] : Elsevier, 1960 218 Online-Ressource (DE-627)320505081 (DE-600)2012726-1 (DE-576)096806575 1879-2189 nnns volume:218 GBV_USEFLAG_U GBV_ELV SYSFLAG_U GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 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_105 GBV_ILN_110 GBV_ILN_150 GBV_ILN_151 GBV_ILN_187 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4242 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_4338 GBV_ILN_4393 GBV_ILN_4700 50.38 Technische Thermodynamik VZ AR 218 |
allfields_unstemmed |
10.1016/j.ijheatmasstransfer.2023.124771 doi (DE-627)ELV065525949 (ELSEVIER)S0017-9310(23)00916-X DE-627 ger DE-627 rda eng 620 VZ 50.38 bkl Ji, Yalan verfasserin aut Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues 2023 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The biological tissue temperature field monitoring is essential for laser-induced tumor thermotherapy (LITT). Through observable temperature information to reconstruct the temperature field is an important means of obtaining transient temperature fields within tissues. In this work, a new method is proposed to reconstruct the biological tissue temperature field during LITT by means of a temperature response spatiotemporal correlation model. Firstly, based on the bioheat transfer equation, the external description of the spatiotemporal mapping relationship for the heat transfer process in laser irradiated biological tissues is established. Further, through the external description of the spatiotemporal mapping relationship, the temperature response spatiotemporal correlation model in laser irradiated biological tissues is constructed. Afterwards, for the pathological problem of temperature response spatiotemporal correlation model, a construction scheme of temperature response spatiotemporal correlation matrix based on regular optimization technique is established to turn the temperature response spatiotemporal correlation problem into a well-pose problem. Finally, the temperature response spatiotemporal correlation model is used to achieve non-destructive reconstruction of biological tissue temperature field based on rolling optimization. The reliability of the above temperature response spatiotemporal correlation model is indirectly demonstrated by the existing experimental data of laser irradiated biological tissues. Numerical experiment is performed to investigated the effects of laser irradiation form and measurement error on the reconstruction results. Bioheat transfer Temperature field reconstruction LITT Response spatiotemporal correlation Wang, Guangjun verfasserin aut Chen, Hong verfasserin aut Chen, Zehong verfasserin aut Enthalten in International journal of heat and mass transfer Amsterdam [u.a.] : Elsevier, 1960 218 Online-Ressource (DE-627)320505081 (DE-600)2012726-1 (DE-576)096806575 1879-2189 nnns volume:218 GBV_USEFLAG_U GBV_ELV SYSFLAG_U GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 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_105 GBV_ILN_110 GBV_ILN_150 GBV_ILN_151 GBV_ILN_187 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4242 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_4338 GBV_ILN_4393 GBV_ILN_4700 50.38 Technische Thermodynamik VZ AR 218 |
allfieldsGer |
10.1016/j.ijheatmasstransfer.2023.124771 doi (DE-627)ELV065525949 (ELSEVIER)S0017-9310(23)00916-X DE-627 ger DE-627 rda eng 620 VZ 50.38 bkl Ji, Yalan verfasserin aut Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues 2023 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The biological tissue temperature field monitoring is essential for laser-induced tumor thermotherapy (LITT). Through observable temperature information to reconstruct the temperature field is an important means of obtaining transient temperature fields within tissues. In this work, a new method is proposed to reconstruct the biological tissue temperature field during LITT by means of a temperature response spatiotemporal correlation model. Firstly, based on the bioheat transfer equation, the external description of the spatiotemporal mapping relationship for the heat transfer process in laser irradiated biological tissues is established. Further, through the external description of the spatiotemporal mapping relationship, the temperature response spatiotemporal correlation model in laser irradiated biological tissues is constructed. Afterwards, for the pathological problem of temperature response spatiotemporal correlation model, a construction scheme of temperature response spatiotemporal correlation matrix based on regular optimization technique is established to turn the temperature response spatiotemporal correlation problem into a well-pose problem. Finally, the temperature response spatiotemporal correlation model is used to achieve non-destructive reconstruction of biological tissue temperature field based on rolling optimization. The reliability of the above temperature response spatiotemporal correlation model is indirectly demonstrated by the existing experimental data of laser irradiated biological tissues. Numerical experiment is performed to investigated the effects of laser irradiation form and measurement error on the reconstruction results. Bioheat transfer Temperature field reconstruction LITT Response spatiotemporal correlation Wang, Guangjun verfasserin aut Chen, Hong verfasserin aut Chen, Zehong verfasserin aut Enthalten in International journal of heat and mass transfer Amsterdam [u.a.] : Elsevier, 1960 218 Online-Ressource (DE-627)320505081 (DE-600)2012726-1 (DE-576)096806575 1879-2189 nnns volume:218 GBV_USEFLAG_U GBV_ELV SYSFLAG_U GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 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_105 GBV_ILN_110 GBV_ILN_150 GBV_ILN_151 GBV_ILN_187 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4242 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_4338 GBV_ILN_4393 GBV_ILN_4700 50.38 Technische Thermodynamik VZ AR 218 |
allfieldsSound |
10.1016/j.ijheatmasstransfer.2023.124771 doi (DE-627)ELV065525949 (ELSEVIER)S0017-9310(23)00916-X DE-627 ger DE-627 rda eng 620 VZ 50.38 bkl Ji, Yalan verfasserin aut Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues 2023 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The biological tissue temperature field monitoring is essential for laser-induced tumor thermotherapy (LITT). Through observable temperature information to reconstruct the temperature field is an important means of obtaining transient temperature fields within tissues. In this work, a new method is proposed to reconstruct the biological tissue temperature field during LITT by means of a temperature response spatiotemporal correlation model. Firstly, based on the bioheat transfer equation, the external description of the spatiotemporal mapping relationship for the heat transfer process in laser irradiated biological tissues is established. Further, through the external description of the spatiotemporal mapping relationship, the temperature response spatiotemporal correlation model in laser irradiated biological tissues is constructed. Afterwards, for the pathological problem of temperature response spatiotemporal correlation model, a construction scheme of temperature response spatiotemporal correlation matrix based on regular optimization technique is established to turn the temperature response spatiotemporal correlation problem into a well-pose problem. Finally, the temperature response spatiotemporal correlation model is used to achieve non-destructive reconstruction of biological tissue temperature field based on rolling optimization. The reliability of the above temperature response spatiotemporal correlation model is indirectly demonstrated by the existing experimental data of laser irradiated biological tissues. Numerical experiment is performed to investigated the effects of laser irradiation form and measurement error on the reconstruction results. Bioheat transfer Temperature field reconstruction LITT Response spatiotemporal correlation Wang, Guangjun verfasserin aut Chen, Hong verfasserin aut Chen, Zehong verfasserin aut Enthalten in International journal of heat and mass transfer Amsterdam [u.a.] : Elsevier, 1960 218 Online-Ressource (DE-627)320505081 (DE-600)2012726-1 (DE-576)096806575 1879-2189 nnns volume:218 GBV_USEFLAG_U GBV_ELV SYSFLAG_U GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 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_105 GBV_ILN_110 GBV_ILN_150 GBV_ILN_151 GBV_ILN_187 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4242 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_4338 GBV_ILN_4393 GBV_ILN_4700 50.38 Technische Thermodynamik VZ AR 218 |
language |
English |
source |
Enthalten in International journal of heat and mass transfer 218 volume:218 |
sourceStr |
Enthalten in International journal of heat and mass transfer 218 volume:218 |
format_phy_str_mv |
Article |
bklname |
Technische Thermodynamik |
institution |
findex.gbv.de |
topic_facet |
Bioheat transfer Temperature field reconstruction LITT Response spatiotemporal correlation |
dewey-raw |
620 |
isfreeaccess_bool |
false |
container_title |
International journal of heat and mass transfer |
authorswithroles_txt_mv |
Ji, Yalan @@aut@@ Wang, Guangjun @@aut@@ Chen, Hong @@aut@@ Chen, Zehong @@aut@@ |
publishDateDaySort_date |
2023-01-01T00:00:00Z |
hierarchy_top_id |
320505081 |
dewey-sort |
3620 |
id |
ELV065525949 |
language_de |
englisch |
fullrecord |
<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01000naa a22002652 4500</leader><controlfield tag="001">ELV065525949</controlfield><controlfield tag="003">DE-627</controlfield><controlfield tag="005">20231111093052.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">231111s2023 xx |||||o 00| ||eng c</controlfield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1016/j.ijheatmasstransfer.2023.124771</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627)ELV065525949</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ELSEVIER)S0017-9310(23)00916-X</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="082" ind1="0" ind2="4"><subfield code="a">620</subfield><subfield code="q">VZ</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">50.38</subfield><subfield code="2">bkl</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Ji, Yalan</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="c">2023</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">nicht spezifiziert</subfield><subfield code="b">zzz</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="520" ind1=" " ind2=" "><subfield code="a">The biological tissue temperature field monitoring is essential for laser-induced tumor thermotherapy (LITT). Through observable temperature information to reconstruct the temperature field is an important means of obtaining transient temperature fields within tissues. In this work, a new method is proposed to reconstruct the biological tissue temperature field during LITT by means of a temperature response spatiotemporal correlation model. Firstly, based on the bioheat transfer equation, the external description of the spatiotemporal mapping relationship for the heat transfer process in laser irradiated biological tissues is established. Further, through the external description of the spatiotemporal mapping relationship, the temperature response spatiotemporal correlation model in laser irradiated biological tissues is constructed. Afterwards, for the pathological problem of temperature response spatiotemporal correlation model, a construction scheme of temperature response spatiotemporal correlation matrix based on regular optimization technique is established to turn the temperature response spatiotemporal correlation problem into a well-pose problem. Finally, the temperature response spatiotemporal correlation model is used to achieve non-destructive reconstruction of biological tissue temperature field based on rolling optimization. The reliability of the above temperature response spatiotemporal correlation model is indirectly demonstrated by the existing experimental data of laser irradiated biological tissues. Numerical experiment is performed to investigated the effects of laser irradiation form and measurement error on the reconstruction results.</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Bioheat transfer</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Temperature field reconstruction</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">LITT</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Response spatiotemporal correlation</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Wang, Guangjun</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Chen, Hong</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Chen, Zehong</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Enthalten in</subfield><subfield code="t">International journal of heat and mass transfer</subfield><subfield code="d">Amsterdam [u.a.] : Elsevier, 1960</subfield><subfield code="g">218</subfield><subfield code="h">Online-Ressource</subfield><subfield code="w">(DE-627)320505081</subfield><subfield code="w">(DE-600)2012726-1</subfield><subfield code="w">(DE-576)096806575</subfield><subfield code="x">1879-2189</subfield><subfield code="7">nnns</subfield></datafield><datafield tag="773" ind1="1" ind2="8"><subfield code="g">volume:218</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_USEFLAG_U</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ELV</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SYSFLAG_U</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_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_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_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_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_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_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_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_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_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_2034</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_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_2088</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_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_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_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_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_2507</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_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_4242</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_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="936" ind1="b" ind2="k"><subfield code="a">50.38</subfield><subfield code="j">Technische Thermodynamik</subfield><subfield code="q">VZ</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">AR</subfield></datafield><datafield tag="952" ind1=" " ind2=" "><subfield code="d">218</subfield></datafield></record></collection>
|
author |
Ji, Yalan |
spellingShingle |
Ji, Yalan ddc 620 bkl 50.38 misc Bioheat transfer misc Temperature field reconstruction misc LITT misc Response spatiotemporal correlation Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues |
authorStr |
Ji, Yalan |
ppnlink_with_tag_str_mv |
@@773@@(DE-627)320505081 |
format |
electronic Article |
dewey-ones |
620 - Engineering & allied operations |
delete_txt_mv |
keep |
author_role |
aut aut aut aut |
collection |
elsevier |
remote_str |
true |
illustrated |
Not Illustrated |
issn |
1879-2189 |
topic_title |
620 VZ 50.38 bkl Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues Bioheat transfer Temperature field reconstruction LITT Response spatiotemporal correlation |
topic |
ddc 620 bkl 50.38 misc Bioheat transfer misc Temperature field reconstruction misc LITT misc Response spatiotemporal correlation |
topic_unstemmed |
ddc 620 bkl 50.38 misc Bioheat transfer misc Temperature field reconstruction misc LITT misc Response spatiotemporal correlation |
topic_browse |
ddc 620 bkl 50.38 misc Bioheat transfer misc Temperature field reconstruction misc LITT misc Response spatiotemporal correlation |
format_facet |
Elektronische Aufsätze Aufsätze Elektronische Ressource |
format_main_str_mv |
Text Zeitschrift/Artikel |
carriertype_str_mv |
cr |
hierarchy_parent_title |
International journal of heat and mass transfer |
hierarchy_parent_id |
320505081 |
dewey-tens |
620 - Engineering |
hierarchy_top_title |
International journal of heat and mass transfer |
isfreeaccess_txt |
false |
familylinks_str_mv |
(DE-627)320505081 (DE-600)2012726-1 (DE-576)096806575 |
title |
Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues |
ctrlnum |
(DE-627)ELV065525949 (ELSEVIER)S0017-9310(23)00916-X |
title_full |
Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues |
author_sort |
Ji, Yalan |
journal |
International journal of heat and mass transfer |
journalStr |
International journal of heat and mass transfer |
lang_code |
eng |
isOA_bool |
false |
dewey-hundreds |
600 - Technology |
recordtype |
marc |
publishDateSort |
2023 |
contenttype_str_mv |
zzz |
author_browse |
Ji, Yalan Wang, Guangjun Chen, Hong Chen, Zehong |
container_volume |
218 |
class |
620 VZ 50.38 bkl |
format_se |
Elektronische Aufsätze |
author-letter |
Ji, Yalan |
doi_str_mv |
10.1016/j.ijheatmasstransfer.2023.124771 |
dewey-full |
620 |
author2-role |
verfasserin |
title_sort |
temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues |
title_auth |
Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues |
abstract |
The biological tissue temperature field monitoring is essential for laser-induced tumor thermotherapy (LITT). Through observable temperature information to reconstruct the temperature field is an important means of obtaining transient temperature fields within tissues. In this work, a new method is proposed to reconstruct the biological tissue temperature field during LITT by means of a temperature response spatiotemporal correlation model. Firstly, based on the bioheat transfer equation, the external description of the spatiotemporal mapping relationship for the heat transfer process in laser irradiated biological tissues is established. Further, through the external description of the spatiotemporal mapping relationship, the temperature response spatiotemporal correlation model in laser irradiated biological tissues is constructed. Afterwards, for the pathological problem of temperature response spatiotemporal correlation model, a construction scheme of temperature response spatiotemporal correlation matrix based on regular optimization technique is established to turn the temperature response spatiotemporal correlation problem into a well-pose problem. Finally, the temperature response spatiotemporal correlation model is used to achieve non-destructive reconstruction of biological tissue temperature field based on rolling optimization. The reliability of the above temperature response spatiotemporal correlation model is indirectly demonstrated by the existing experimental data of laser irradiated biological tissues. Numerical experiment is performed to investigated the effects of laser irradiation form and measurement error on the reconstruction results. |
abstractGer |
The biological tissue temperature field monitoring is essential for laser-induced tumor thermotherapy (LITT). Through observable temperature information to reconstruct the temperature field is an important means of obtaining transient temperature fields within tissues. In this work, a new method is proposed to reconstruct the biological tissue temperature field during LITT by means of a temperature response spatiotemporal correlation model. Firstly, based on the bioheat transfer equation, the external description of the spatiotemporal mapping relationship for the heat transfer process in laser irradiated biological tissues is established. Further, through the external description of the spatiotemporal mapping relationship, the temperature response spatiotemporal correlation model in laser irradiated biological tissues is constructed. Afterwards, for the pathological problem of temperature response spatiotemporal correlation model, a construction scheme of temperature response spatiotemporal correlation matrix based on regular optimization technique is established to turn the temperature response spatiotemporal correlation problem into a well-pose problem. Finally, the temperature response spatiotemporal correlation model is used to achieve non-destructive reconstruction of biological tissue temperature field based on rolling optimization. The reliability of the above temperature response spatiotemporal correlation model is indirectly demonstrated by the existing experimental data of laser irradiated biological tissues. Numerical experiment is performed to investigated the effects of laser irradiation form and measurement error on the reconstruction results. |
abstract_unstemmed |
The biological tissue temperature field monitoring is essential for laser-induced tumor thermotherapy (LITT). Through observable temperature information to reconstruct the temperature field is an important means of obtaining transient temperature fields within tissues. In this work, a new method is proposed to reconstruct the biological tissue temperature field during LITT by means of a temperature response spatiotemporal correlation model. Firstly, based on the bioheat transfer equation, the external description of the spatiotemporal mapping relationship for the heat transfer process in laser irradiated biological tissues is established. Further, through the external description of the spatiotemporal mapping relationship, the temperature response spatiotemporal correlation model in laser irradiated biological tissues is constructed. Afterwards, for the pathological problem of temperature response spatiotemporal correlation model, a construction scheme of temperature response spatiotemporal correlation matrix based on regular optimization technique is established to turn the temperature response spatiotemporal correlation problem into a well-pose problem. Finally, the temperature response spatiotemporal correlation model is used to achieve non-destructive reconstruction of biological tissue temperature field based on rolling optimization. The reliability of the above temperature response spatiotemporal correlation model is indirectly demonstrated by the existing experimental data of laser irradiated biological tissues. Numerical experiment is performed to investigated the effects of laser irradiation form and measurement error on the reconstruction results. |
collection_details |
GBV_USEFLAG_U GBV_ELV SYSFLAG_U GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 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_105 GBV_ILN_110 GBV_ILN_150 GBV_ILN_151 GBV_ILN_187 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4242 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_4338 GBV_ILN_4393 GBV_ILN_4700 |
title_short |
Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues |
remote_bool |
true |
author2 |
Wang, Guangjun Chen, Hong Chen, Zehong |
author2Str |
Wang, Guangjun Chen, Hong Chen, Zehong |
ppnlink |
320505081 |
mediatype_str_mv |
c |
isOA_txt |
false |
hochschulschrift_bool |
false |
doi_str |
10.1016/j.ijheatmasstransfer.2023.124771 |
up_date |
2024-07-06T23:20:07.021Z |
_version_ |
1803873688772149249 |
fullrecord_marcxml |
<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01000naa a22002652 4500</leader><controlfield tag="001">ELV065525949</controlfield><controlfield tag="003">DE-627</controlfield><controlfield tag="005">20231111093052.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">231111s2023 xx |||||o 00| ||eng c</controlfield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1016/j.ijheatmasstransfer.2023.124771</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627)ELV065525949</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ELSEVIER)S0017-9310(23)00916-X</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="082" ind1="0" ind2="4"><subfield code="a">620</subfield><subfield code="q">VZ</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">50.38</subfield><subfield code="2">bkl</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Ji, Yalan</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Temperature response spatiotemporal correlation model and non-destructive reconstruction of temperature field in laser irradiated biological tissues</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="c">2023</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">nicht spezifiziert</subfield><subfield code="b">zzz</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="520" ind1=" " ind2=" "><subfield code="a">The biological tissue temperature field monitoring is essential for laser-induced tumor thermotherapy (LITT). Through observable temperature information to reconstruct the temperature field is an important means of obtaining transient temperature fields within tissues. In this work, a new method is proposed to reconstruct the biological tissue temperature field during LITT by means of a temperature response spatiotemporal correlation model. Firstly, based on the bioheat transfer equation, the external description of the spatiotemporal mapping relationship for the heat transfer process in laser irradiated biological tissues is established. Further, through the external description of the spatiotemporal mapping relationship, the temperature response spatiotemporal correlation model in laser irradiated biological tissues is constructed. Afterwards, for the pathological problem of temperature response spatiotemporal correlation model, a construction scheme of temperature response spatiotemporal correlation matrix based on regular optimization technique is established to turn the temperature response spatiotemporal correlation problem into a well-pose problem. Finally, the temperature response spatiotemporal correlation model is used to achieve non-destructive reconstruction of biological tissue temperature field based on rolling optimization. The reliability of the above temperature response spatiotemporal correlation model is indirectly demonstrated by the existing experimental data of laser irradiated biological tissues. Numerical experiment is performed to investigated the effects of laser irradiation form and measurement error on the reconstruction results.</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Bioheat transfer</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Temperature field reconstruction</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">LITT</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Response spatiotemporal correlation</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Wang, Guangjun</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Chen, Hong</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Chen, Zehong</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Enthalten in</subfield><subfield code="t">International journal of heat and mass transfer</subfield><subfield code="d">Amsterdam [u.a.] : Elsevier, 1960</subfield><subfield code="g">218</subfield><subfield code="h">Online-Ressource</subfield><subfield code="w">(DE-627)320505081</subfield><subfield code="w">(DE-600)2012726-1</subfield><subfield code="w">(DE-576)096806575</subfield><subfield code="x">1879-2189</subfield><subfield code="7">nnns</subfield></datafield><datafield tag="773" ind1="1" ind2="8"><subfield code="g">volume:218</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_USEFLAG_U</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ELV</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SYSFLAG_U</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_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_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_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_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_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_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_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_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_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_2034</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_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_2088</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_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_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_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_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_2507</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_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_4242</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_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="936" ind1="b" ind2="k"><subfield code="a">50.38</subfield><subfield code="j">Technische Thermodynamik</subfield><subfield code="q">VZ</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">AR</subfield></datafield><datafield tag="952" ind1=" " ind2=" "><subfield code="d">218</subfield></datafield></record></collection>
|
score |
7.39933 |