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Mammogram Classification and Abnormality Detection from Nonlocal Labels using Deep Multiple Instance Neural Network
(The Eurographics Association, 2017)
Abstract Mammography is the common modality used for screening and early detection of breast cancer. The emergence of machine learning, particularly deep learning methods, aims to assist radiologists to reach higher ...
Maximizing AUC with Deep Learning for Classification of Imbalanced Mammogram Datasets
(The Eurographics Association, 2017)
Breast cancer is the second most common cause of death in women. Computer-aided diagnosis typically demand for carefully annotated data, precise tumor allocation and delineation of the boundaries, which is rarely available ...