Breast Density Segmentation in Mammograms Based on Dual Attention Mechanism

Author:

Hu Jingyu1ORCID,Liu Zhiqin2ORCID,Wang Qingfeng2ORCID

Affiliation:

1. Department of electronic information, Southwest University of Science and Technology, China

2. southwest University of Science and Technology, China

Publisher

ACM

Reference15 articles.

1. C D'Orsi , L Basset , and S Feig . Illustrated breast imaging reporting and data system american college of radiology . Reston : American College of Radiology , 1998 . C D'Orsi, L Basset, and S Feig. Illustrated breast imaging reporting and data system american college of radiology. Reston: American College of Radiology, 1998.

2. Brian L Sprague Natasha K Stout Clyde Schechter Nicolien T Van Ravesteyn Mucahit Cevik Oguzhan Alagoz Christoph I Lee Jeroen J Van Den Broek Diana L Miglioretti Jeanne S Mandelblatt Benefits harms and costeffectiveness of supplemental ultrasonography screening for women with dense breasts. Annals of internal medicine 162 (3): 157–166 2015. Brian L Sprague Natasha K Stout Clyde Schechter Nicolien T Van Ravesteyn Mucahit Cevik Oguzhan Alagoz Christoph I Lee Jeroen J Van Den Broek Diana L Miglioretti Jeanne S Mandelblatt Benefits harms and costeffectiveness of supplemental ultrasonography screening for women with dense breasts. Annals of internal medicine 162 (3): 157–166 2015.

3. Susan M Astley , Elaine F Harkness , Jamie C Sergeant , Jane Warwick , Paula Stavrinos , Ruth Warren , Mary Wilson , Ursula Beetles , Soujanya Gadde , Yit Lim , A comparison of five methods of measuring mammographic density: a case-control study. Breast cancer research, 20 (1):1–13 , 2018 . Susan M Astley, Elaine F Harkness, Jamie C Sergeant, Jane Warwick, Paula Stavrinos, Ruth Warren, Mary Wilson, Ursula Beetles, Soujanya Gadde, Yit Lim, A comparison of five methods of measuring mammographic density: a case-control study. Breast cancer research, 20 (1):1–13, 2018.

4. Fully Automated Breast Density Segmentation and Classification Using Deep Learning

5. Ozan Oktay , Jo Schlemper , Loic Le Folgoc , Matthew Lee, Mattias Heinrich, Kazunari Misawa, Kensaku Mori, Steven McDonagh, Nils Y Hammerla , Bernhard Kainz , Attention u-net: Learning where to look for the pancreas. arXiv preprint arXiv: 1804 .03999, 2018. Ozan Oktay, Jo Schlemper, Loic Le Folgoc, Matthew Lee, Mattias Heinrich, Kazunari Misawa, Kensaku Mori, Steven McDonagh, Nils Y Hammerla, Bernhard Kainz, Attention u-net: Learning where to look for the pancreas. arXiv preprint arXiv: 1804.03999, 2018.

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