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2023 2
2024 4

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Improving model fairness in image-based computer-aided diagnosis.
Lin M, Li T, Yang Y, Holste G, Ding Y, Van Tassel SH, Kovacs K, Shih G, Wang Z, Lu Z, Wang F, Peng Y. Lin M, et al. Nat Commun. 2023 Oct 6;14(1):6261. doi: 10.1038/s41467-023-41974-4. Nat Commun. 2023. PMID: 37803009 Free PMC article.
How Does Pruning Impact Long-Tailed Multi-label Medical Image Classifiers?
Holste G, Jiang Z, Jaiswal A, Hanna M, Minkowitz S, Legasto AC, Escalon JG, Steinberger S, Bittman M, Shen TC, Ding Y, Summers RM, Shih G, Peng Y, Wang Z. Holste G, et al. Med Image Comput Comput Assist Interv. 2023 Oct;14224:663-673. doi: 10.1007/978-3-031-43904-9_64. Epub 2023 Oct 1. Med Image Comput Comput Assist Interv. 2023. PMID: 37829549 Free PMC article.
Deep learning models to predict primary open-angle glaucoma.
Zhou R, Miller JP, Gordon M, Kass M, Lin M, Peng Y, Li F, Feng J, Liu L. Zhou R, et al. Stat (Int Stat Inst). 2024;13(1):e649. doi: 10.1002/sta4.649. Epub 2024 Feb 7. Stat (Int Stat Inst). 2024. PMID: 39220673 Free PMC article.
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge.
Holste G, Zhou Y, Wang S, Jaiswal A, Lin M, Zhuge S, Yang Y, Kim D, Nguyen-Mau TH, Tran MT, Jeong J, Park W, Ryu J, Hong F, Verma A, Yamagishi Y, Kim C, Seo H, Kang M, Celi LA, Lu Z, Summers RM, Shih G, Wang Z, Peng Y. Holste G, et al. Med Image Anal. 2024 Oct;97:103224. doi: 10.1016/j.media.2024.103224. Epub 2024 May 31. Med Image Anal. 2024. PMID: 38850624