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CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging.

, , , and . MIDL, volume 172 of Proceedings of Machine Learning Research, page 535-551. PMLR, (2022)

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AFT*: Integrating Active Learning and Transfer Learning to Reduce Annotation Efforts., , , , and . CoRR, (2018)Computer Aided Detection for Pulmonary Embolism Challenge (CAD-PE)., , , , , , , , , and 10 other author(s). CoRR, (2020)Stepwise incremental pretraining for integrating discriminative, restorative, and adversarial learning., , , and . Medical Image Anal., (2024)Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization., , , , , , and . ICCV, page 191-200. IEEE, (2019)CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging., , , and . MIDL, volume 172 of Proceedings of Machine Learning Research, page 535-551. PMLR, (2022)Benchmarking and Boosting Transformers for Medical Image Classification., , , , , , and . DART@MICCAI, volume 13542 of Lecture Notes in Computer Science, page 12-22. Springer, (2022)Seeking an Optimal Approach for Computer-Aided Pulmonary Embolism Detection., , , , and . MLMI@MICCAI, volume 12966 of Lecture Notes in Computer Science, page 692-702. Springer, (2021)A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis., , , , and . DART/FAIR@MICCAI, volume 12968 of Lecture Notes in Computer Science, page 3-13. Springer, (2021)Parts2Whole: Self-supervised Contrastive Learning via Reconstruction., , , and . DART/DCL@MICCAI, volume 12444 of Lecture Notes in Computer Science, page 85-95. Springer, (2020)Learning Anatomically Consistent Embedding for Chest Radiography., , , , , and . BMVC, page 617-619. BMVA Press, (2023)