Olives dataset: Ophthalmic labels for investigating visual eye semantics M Prabhushankar, K Kokilepersaud, Y Logan, S Trejo Corona, G AlRegib, ... Advances in Neural Information Processing Systems 35, 9201-9216, 2022 | 17 | 2022 |
Volumetric supervised contrastive learning for seismic semantic segmentation K Kokilepersaud, M Prabhushankar, G AlRegib Second International Meeting for Applied Geoscience & Energy, 1699-1703, 2022 | 9 | 2022 |
Clinically labeled contrastive learning for oct biomarker classification K Kokilepersaud, ST Corona, M Prabhushankar, G AlRegib, C Wykoff IEEE Journal of Biomedical and Health Informatics, 2023 | 8 | 2023 |
Gradient-based severity labeling for biomarker classification in oct K Kokilepersaud, M Prabhushankar, G AlRegib, ST Corona, C Wykoff 2022 IEEE International Conference on Image Processing (ICIP), 3416-3420, 2022 | 7 | 2022 |
Multi-modal learning using physicians diagnostics for optical coherence tomography classification Y Logan, K Kokilepersaud, G Kwon, G AlRegib, C Wykoff, H Yu 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022 | 7 | 2022 |
Clinical trial active learning Z Fowler, KP Kokilepersaud, M Prabhushankar, G AlRegib Proceedings of the 14th ACM International Conference on Bioinformatics …, 2023 | 2 | 2023 |
Clinical contrastive learning for biomarker detection K Kokilepersaud, M Prabhushankar, G AlRegib arXiv preprint arXiv:2211.05092, 2022 | 2 | 2022 |
Exploiting the distortion-semantic interaction in fisheye data K Kokilepersaud, M Prabhushankar, Y Yarici, G AlRegib, A Parchami IEEE Open Journal of Signal Processing, 2023 | 1 | 2023 |
Asymmetric Multi-Modal Machine Learning System and Method using Clinical Metadata in Electronic Medical Records G Alregib, K Kokilepersaud, M Prabhushankar, Y Logan, A Mustafa US Patent App. 18/514,542, 2024 | | 2024 |
Image-Based Severity Detection Method and System G Alregib, K Kokilepersaud, M Prabhushankar US Patent App. 18/513,805, 2024 | | 2024 |
Learning in Clinical Trial Settings Z Fowler, KP Kokilepersaud, M Prabhushankar, G AlRegib NeurIPS 2023 Workshop on Adaptive Experimental Design and Active Learning in …, 2023 | | 2023 |
FOCAL: A Cost-Aware Video Dataset for Active Learning K Kokilepersaud, YY Logan, R Benkert, C Zhou, M Prabhushankar, ... 2023 IEEE International Conference on Big Data (BigData), 1269-1278, 2023 | | 2023 |