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Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial?
Med Image Anal. 2024 May;94:103086. doi: 10.1016/j.media.2024.103086. Epub 2024 Jan 28.
Med Image Anal. 2024.
PMID: 38537414
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis.
Hosseinzadeh Taher MR, Haghighi F, Feng R, Gotway MB, Liang J.
Hosseinzadeh Taher MR, et al.
Domain Adapt Represent Transf Afford Healthc AI Resour Divers Glob Health (2021). 2021 Sep-Oct;12968:3-13. doi: 10.1007/978-3-030-87722-4_1. Epub 2021 Sep 21.
Domain Adapt Represent Transf Afford Healthc AI Resour Divers Glob Health (2021). 2021.
PMID: 35713581
Free PMC article.
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Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration.
Haghighi F, Hosseinzadeh Taher MR, Zhou Z, Gotway MB, Liang J.
Haghighi F, et al. Among authors: hosseinzadeh taher mr.
Med Image Comput Comput Assist Interv. 2020 Oct;12261:137-147. doi: 10.1007/978-3-030-59710-8_14. Epub 2020 Sep 29.
Med Image Comput Comput Assist Interv. 2020.
PMID: 35695848
Free PMC article.
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