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CohortFinder: an open-source tool for data-driven partitioning of digital pathology and imaging cohorts to yield robust machine-learning models.
Fan F, Martinez G, DeSilvio T, Shin J, Chen Y, Jacobs J, Wang B, Ozeki T, Lafarge MW, Koelzer VH, Barisoni L, Madabhushi A, Viswanath SE, Janowczyk A. Fan F, et al. Among authors: desilvio t. Npj Imaging. 2024;2(1):15. doi: 10.1038/s44303-024-00018-2. Epub 2024 Jul 1. Npj Imaging. 2024. PMID: 38962496 Free PMC article.
Region-specific deep learning models for accurate segmentation of rectal structures on post-chemoradiation T2w MRI: a multi-institutional, multi-reader study.
DeSilvio T, Antunes JT, Bera K, Chirra P, Le H, Liska D, Stein SL, Marderstein E, Hall W, Paspulati R, Gollamudi J, Purysko AS, Viswanath SE. DeSilvio T, et al. Front Med (Lausanne). 2023 May 11;10:1149056. doi: 10.3389/fmed.2023.1149056. eCollection 2023. Front Med (Lausanne). 2023. PMID: 37250635 Free PMC article.
A review of machine learning in obesity.
DeGregory KW, Kuiper P, DeSilvio T, Pleuss JD, Miller R, Roginski JW, Fisher CB, Harness D, Viswanath S, Heymsfield SB, Dungan I, Thomas DM. DeGregory KW, et al. Among authors: desilvio t. Obes Rev. 2018 May;19(5):668-685. doi: 10.1111/obr.12667. Epub 2018 Feb 9. Obes Rev. 2018. PMID: 29426065 Free PMC article. Review.