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Human-interpretable image features derived from densely mapped cancer pathology slides predict diverse molecular phenotypes.
Diao JA, Wang JK, Chui WF, Mountain V, Gullapally SC, Srinivasan R, Mitchell RN, Glass B, Hoffman S, Rao SK, Maheshwari C, Lahiri A, Prakash A, McLoughlin R, Kerner JK, Resnick MB, Montalto MC, Khosla A, Wapinski IN, Beck AH, Elliott HL, Taylor-Weiner A. Diao JA, et al. Among authors: mountain v. Nat Commun. 2021 Mar 12;12(1):1613. doi: 10.1038/s41467-021-21896-9. Nat Commun. 2021. PMID: 33712588 Free PMC article.
Integration of deep learning-based histopathology and transcriptomics reveals key genes associated with fibrogenesis in patients with advanced NASH.
Conway J, Pouryahya M, Gindin Y, Pan DZ, Carrasco-Zevallos OM, Mountain V, Subramanian GM, Montalto MC, Resnick M, Beck AH, Huss RS, Myers RP, Taylor-Weiner A, Wapinski I, Chung C. Conway J, et al. Among authors: mountain v. Cell Rep Med. 2023 Apr 18;4(4):101016. doi: 10.1016/j.xcrm.2023.101016. Cell Rep Med. 2023. PMID: 37075704 Free PMC article.