An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images

In order to improve accuracy of computer-aided diagnosis of breast lumps, the authors introduce an improved interactive segmentation method based on Live Wire. This paper presents the Gabor filters and FCM clustering algorithm is introduced to the Live Wire cost function definition. According to the...
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Autor*in:	Zhang Zewei [verfasserIn] Wang Tianyue [verfasserIn] Guo Li [verfasserIn] Wang Tingting [verfasserIn] Xu Lu [verfasserIn]

Format:	E-Artikel
Sprache:	Englisch

Erschienen:	2014

Übergeordnetes Werk:	In: Computational and Mathematical Methods in Medicine - Hindawi Limited, 2011, (2014)
Übergeordnetes Werk:	year:2014

Links:	Link aufrufen Link aufrufen Link aufrufen Journal toc Journal toc

DOI / URN:	10.1155/2014/954148

Katalog-ID:	DOAJ066675626

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allfieldsSound	10.1155/2014/954148 doi (DE-627)DOAJ066675626 (DE-599)DOAJ98c1f6d6b19b4ca7b173508894e3e569 DE-627 ger DE-627 rakwb eng R858-859.7 Zhang Zewei verfasserin aut An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images 2014 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier In order to improve accuracy of computer-aided diagnosis of breast lumps, the authors introduce an improved interactive segmentation method based on Live Wire. This paper presents the Gabor filters and FCM clustering algorithm is introduced to the Live Wire cost function definition. According to the image FCM analysis for image edge enhancement, we eliminate the interference of weak edge and access external features clear segmentation results of breast lumps through improving Live Wire on two cases of breast segmentation data. Compared with the traditional method of image segmentation, experimental results show that the method achieves more accurate segmentation of breast lumps and provides more accurate objective basis on quantitative and qualitative analysis of breast lumps. Computer applications to medicine. Medical informatics Wang Tianyue verfasserin aut Guo Li verfasserin aut Wang Tingting verfasserin aut Xu Lu verfasserin aut In Computational and Mathematical Methods in Medicine Hindawi Limited, 2011 (2014) (DE-627)519764781 (DE-600)2256917-0 1748670X nnns year:2014 https://doi.org/10.1155/2014/954148 kostenfrei https://doaj.org/article/98c1f6d6b19b4ca7b173508894e3e569 kostenfrei http://dx.doi.org/10.1155/2014/954148 kostenfrei https://doaj.org/toc/1748-670X Journal toc kostenfrei https://doaj.org/toc/1748-6718 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2005 GBV_ILN_2006 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_2031 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2057 GBV_ILN_2061 GBV_ILN_2111 GBV_ILN_2113 GBV_ILN_2190 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 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_4338 GBV_ILN_4367 GBV_ILN_4700 AR 2014
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authorswithroles_txt_mv	Zhang Zewei @@aut@@ Wang Tianyue @@aut@@ Guo Li @@aut@@ Wang Tingting @@aut@@ Xu Lu @@aut@@
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callnumber-first	R - Medicine
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spellingShingle	Zhang Zewei misc R858-859.7 misc Computer applications to medicine. Medical informatics An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images
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topic_title	R858-859.7 An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images
topic	misc R858-859.7 misc Computer applications to medicine. Medical informatics
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title	An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images
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title_full	An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images
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author_browse	Zhang Zewei Wang Tianyue Guo Li Wang Tingting Xu Lu
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title_sort	interactive method based on the live wire for segmentation of the breast in mammography images
callnumber	R858-859.7
title_auth	An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images
abstract	In order to improve accuracy of computer-aided diagnosis of breast lumps, the authors introduce an improved interactive segmentation method based on Live Wire. This paper presents the Gabor filters and FCM clustering algorithm is introduced to the Live Wire cost function definition. According to the image FCM analysis for image edge enhancement, we eliminate the interference of weak edge and access external features clear segmentation results of breast lumps through improving Live Wire on two cases of breast segmentation data. Compared with the traditional method of image segmentation, experimental results show that the method achieves more accurate segmentation of breast lumps and provides more accurate objective basis on quantitative and qualitative analysis of breast lumps.
abstractGer	In order to improve accuracy of computer-aided diagnosis of breast lumps, the authors introduce an improved interactive segmentation method based on Live Wire. This paper presents the Gabor filters and FCM clustering algorithm is introduced to the Live Wire cost function definition. According to the image FCM analysis for image edge enhancement, we eliminate the interference of weak edge and access external features clear segmentation results of breast lumps through improving Live Wire on two cases of breast segmentation data. Compared with the traditional method of image segmentation, experimental results show that the method achieves more accurate segmentation of breast lumps and provides more accurate objective basis on quantitative and qualitative analysis of breast lumps.
abstract_unstemmed	In order to improve accuracy of computer-aided diagnosis of breast lumps, the authors introduce an improved interactive segmentation method based on Live Wire. This paper presents the Gabor filters and FCM clustering algorithm is introduced to the Live Wire cost function definition. According to the image FCM analysis for image edge enhancement, we eliminate the interference of weak edge and access external features clear segmentation results of breast lumps through improving Live Wire on two cases of breast segmentation data. Compared with the traditional method of image segmentation, experimental results show that the method achieves more accurate segmentation of breast lumps and provides more accurate objective basis on quantitative and qualitative analysis of breast lumps.
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title_short	An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images
url	https://doi.org/10.1155/2014/954148 https://doaj.org/article/98c1f6d6b19b4ca7b173508894e3e569 http://dx.doi.org/10.1155/2014/954148 https://doaj.org/toc/1748-670X https://doaj.org/toc/1748-6718
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up_date	2024-07-03T21:23:22.420Z
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