We found a match
Your institution may have rights to this item. Sign in to continue.
- Title
Artificial Intelligence in Medical Imaging of the Breast.
- Authors
Lei, Yu-Meng; Yin, Miao; Yu, Mei-Hui; Yu, Jing; Zeng, Shu-E; Lv, Wen-Zhi; Li, Jun; Ye, Hua-Rong; Cui, Xin-Wu; Dietrich, Christoph F.
- Abstract
Artificial intelligence (AI) has invaded our daily lives, and in the last decade, there have been very promising applications of AI in the field of medicine, including medical imaging, in vitro diagnosis, intelligent rehabilitation, and prognosis. Breast cancer is one of the common malignant tumors in women and seriously threatens women's physical and mental health. Early screening for breast cancer via mammography, ultrasound and magnetic resonance imaging (MRI) can significantly improve the prognosis of patients. AI has shown excellent performance in image recognition tasks and has been widely studied in breast cancer screening. This paper introduces the background of AI and its application in breast medical imaging (mammography, ultrasound and MRI), such as in the identification, segmentation and classification of lesions; breast density assessment; and breast cancer risk assessment. In addition, we also discuss the challenges and future perspectives of the application of AI in medical imaging of the breast.
- Subjects
COMPUTER-assisted image analysis (Medicine); MAGNETIC resonance imaging; DIAGNOSTIC imaging; ARTIFICIAL intelligence; BREAST imaging
- Publication
Frontiers in Oncology, 2021, Vol 11, p1
- ISSN
2234-943X
- Publication type
Article
- DOI
10.3389/fonc.2021.600557