Classification of breast lesions using cross-modal deep learning O Hadad, R Bakalo, R Ben-Ari, S Hashoul, G Amit 2017 IEEE 14th international symposium on biomedical imaging (ISBI 2017 …, 2017 | 91 | 2017 |
Deep learning for automatic detection of abnormal findings in breast mammography A Akselrod-Ballin, L Karlinsky, A Hazan, R Bakalo, AB Horesh, Y Shoshan, ... Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2017 | 56 | 2017 |
Artificial intelligence for reducing workload in breast cancer screening with digital breast tomosynthesis Y Shoshan, R Bakalo, F Gilboa-Solomon, V Ratner, E Barkan, ... Radiology 303 (1), 69-77, 2022 | 40 | 2022 |
Systems and methods for automatic detection of an indication of abnormality in an anatomical image A Akselrod-Ballin, R Bakalo, R Ben-Ari, Y Choukroun, P Kisilev US Patent 10,878,569, 2020 | 33 | 2020 |
Mammogram Classification and Abnormality Detection from Nonlocal Labels using Deep Multiple Instance Neural Network. Y Choukroun, R Bakalo, R Ben-Ari, A Akselrod-Ballin, E Barkan, P Kisilev VCBM, 11-19, 2017 | 32 | 2017 |
Weakly and semi supervised detection in medical imaging via deep dual branch net R Bakalo, J Goldberger, R Ben-Ari Neurocomputing 421, 15-25, 2021 | 27* | 2021 |
Multi-task learning for detection and classification of cancer in screening mammography MV Sainz de Cea, K Diedrich, R Bakalo, L Ness, D Richmond Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 24 | 2020 |
Classification and Detection in Mammograms With Weak Supervision Via Dual Branch Deep Neural Net R Bakalo, R Ben-Ari, J Goldberger 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 15 | 2019 |
Weakly and fully labeled mammogram classification and localization with a dual branch deep neural network R Bakalo, R Ben-Ari, J Goldberger US Patent 10,789,462, 2020 | 11 | 2020 |
Estimated online hard negative mining via probabilistic selection and scores history consideration R Bakalo, D Levanony US Patent App. 17/247,584, 2022 | | 2022 |