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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)Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization., , , , , , and . ICCV, page 191-200. IEEE, (2019)Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-supervision., , and . DART@MICCAI, volume 14293 of Lecture Notes in Computer Science, page 94-104. Springer, (2023)Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis., , , , , , and . MICCAI (4), volume 11767 of Lecture Notes in Computer Science, page 384-393. Springer, (2019)Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning., , , , and . IEEE Trans. Medical Imaging, 40 (10): 2857-2868 (2021)Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision., , and . CoRR, (2024)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)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)Benchmarking and Boosting Transformers for Medical Image Classification., , , , , , and . DART@MICCAI, volume 13542 of Lecture Notes in Computer Science, page 12-22. Springer, (2022)