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

, , , и . MIDL, том 172 из Proceedings of Machine Learning Research, стр. 535-551. PMLR, (2022)

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Jianming Wen

Liang Liang

Jianming Cai

Jianming Liu

Zhao Jianming

 

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Dynamic Chest Image Analysis: Model-Based Perfusion Analysis in Dynamic Pulmonary Imaging., , , , и . EURASIP J. Adv. Signal Process., 2003 (5): 437-448 (2003)Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning., , , , и . IEEE Trans. Medical Imaging, 40 (10): 2857-2868 (2021)Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis., , , , , , и . MICCAI (4), том 11767 из Lecture Notes in Computer Science, стр. 384-393. Springer, (2019)Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-supervision., , и . DART@MICCAI, том 14293 из Lecture Notes in Computer Science, стр. 94-104. Springer, (2023)Computer Aided Detection of Pulmonary Embolism with Tobogganing and Mutiple Instance Classification in CT Pulmonary Angiography., и . IPMI, том 4584 из Lecture Notes in Computer Science, стр. 630-641. Springer, (2007)A Classification-Enhanced Vote Accumulation Scheme for Detecting Colonic Polyps., , и . Abdominal Imaging, том 8198 из Lecture Notes in Computer Science, стр. 53-62. Springer, (2013)Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision., , и . CoRR, (2024)Models Genesis., , , , и . CoRR, (2020)Introduction to the Special Issue: "State-of-the-Art Virtual/Augmented Reality and 3D Modeling Techniques for Virtual Urban Geographic Experiments"., , и . ISPRS Int. J. Geo Inf., 7 (9): 366 (2018)Causal Networks and Their Toolkit in KSE., , , и . IPMU, том 945 из Lecture Notes in Computer Science, стр. 139-148. Springer, (1994)