Breast cancer diagnosis through active learning in content-based image retrieval

• Published in: Neurocomputing (Amsterdam) Vol. 357; pp. 1 - 10
• Main Authors: Bressan, Rafael S., Bugatti, Pedro H., Saito, Priscila T.M.
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 10.09.2019
• Subjects: Active learning; Breast cancer diagnosis; Computer vision; Image analysis; Image retrieval; Machine learning; Computer vision; Image analysis; Active learning; Image retrieval; Breast cancer diagnosis; Machine learning

One of the cornerstones of content-based image retrieval (CBIR) for medical image diagnosis is to select the images that present higher similarity with a given query image. Different from previous literature efforts, the present work aims to seamlessly fuse a powerful machine learning strategy based...