Artificial intelligence for breast cancer detection in mammography and digital breast tomosynthesis: State of the art

• Published in: Seminars in cancer biology Vol. 72; pp. 214 - 225
• Main Authors: Sechopoulos, Ioannis, Teuwen, Jonas, Mann, Ritse
• Format: Journal Article
• Language: English
• Published: England Elsevier Ltd 01.07.2021
• Subjects: Animals; Artificial Intelligence; Breast cancer; Breast Neoplasms - diagnostic imaging; Breast Neoplasms - pathology; Early Detection of Cancer; Female; Humans; Mammography; Mammography - methods; Screening; Tomosynthesis; CADe; CC; CNN; Tomosynthesis; ROC; AI; DM; Mammography; Breast cancer; CADx; AUC; PoM; LoS; MLO; Screening; DBT; Artificial intelligence

Screening for breast cancer with mammography has been introduced in various countries over the last 30 years, initially using analog screen-film-based systems and, over the last 20 years, transitioning to the use of fully digital systems. With the introduction of digitization, the computer interpret...