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Severe aortic stenosis detection by deep learning applied to echocardiography.
Holste G, Oikonomou EK, Mortazavi BJ, Coppi A, Faridi KF, Miller EJ, Forrest JK, McNamara RL, Ohno-Machado L, Yuan N, Gupta A, Ouyang D, Krumholz HM, Wang Z, Khera R. Holste G, et al. Among authors: wang z. Eur Heart J. 2023 Nov 14;44(43):4592-4604. doi: 10.1093/eurheartj/ehad456. Eur Heart J. 2023. PMID: 37611002 Free PMC article.
Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study.
Holste G, Wang S, Jiang Z, Shen TC, Shih G, Summers RM, Peng Y, Wang Z. Holste G, et al. Among authors: wang z, wang s. Data Augment Label Imperfections (2022). 2022 Sep;13567:22-32. doi: 10.1007/978-3-031-17027-0_3. Epub 2022 Sep 16. Data Augment Label Imperfections (2022). 2022. PMID: 36318048 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. Among authors: wang z. ArXiv [Preprint]. 2023 Aug 17:arXiv:2308.09180v1. ArXiv. 2023. Update in: Med Image Comput Comput Assist Interv. 2023 Oct;14224:663-673. doi: 10.1007/978-3-031-43904-9_64. PMID: 37791108 Free PMC article. Updated. Preprint.
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. Among authors: wang f, wang z. 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. Among authors: wang z. 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.
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. Among authors: wang z, wang s. Med Image Anal. 2024 Oct;97:103224. doi: 10.1016/j.media.2024.103224. Epub 2024 May 31. Med Image Anal. 2024. PMID: 38850624
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