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Impact of a deep learning assistant on the histopathologic classification of liver cancer.
Kiani A, Uyumazturk B, Rajpurkar P, Wang A, Gao R, Jones E, Yu Y, Langlotz CP, Ball RL, Montine TJ, Martin BA, Berry GJ, Ozawa MG, Hazard FK, Brown RA, Chen SB, Wood M, Allard LS, Ylagan L, Ng AY, Shen J. Kiani A, et al. Among authors: shen j. NPJ Digit Med. 2020 Feb 26;3:23. doi: 10.1038/s41746-020-0232-8. eCollection 2020. NPJ Digit Med. 2020. PMID: 32140566 Free PMC article.
MITI minimum information guidelines for highly multiplexed tissue images.
Schapiro D, Yapp C, Sokolov A, Reynolds SM, Chen YA, Sudar D, Xie Y, Muhlich J, Arias-Camison R, Arena S, Taylor AJ, Nikolov M, Tyler M, Lin JR, Burlingame EA; Human Tumor Atlas Network; Chang YH, Farhi SL, Thorsson V, Venkatamohan N, Drewes JL, Pe'er D, Gutman DA, Herrmann MD, Gehlenborg N, Bankhead P, Roland JT, Herndon JM, Snyder MP, Angelo M, Nolan G, Swedlow JR, Schultz N, Merrick DT, Mazzili SA, Cerami E, Rodig SJ, Santagata S, Sorger PK. Schapiro D, et al. Nat Methods. 2022 Mar;19(3):262-267. doi: 10.1038/s41592-022-01415-4. Nat Methods. 2022. PMID: 35277708 Free PMC article.
Single-cell analyses define a continuum of cell state and composition changes in the malignant transformation of polyps to colorectal cancer.
Becker WR, Nevins SA, Chen DC, Chiu R, Horning AM, Guha TK, Laquindanum R, Mills M, Chaib H, Ladabaum U, Longacre T, Shen J, Esplin ED, Kundaje A, Ford JM, Curtis C, Snyder MP, Greenleaf WJ. Becker WR, et al. Among authors: shen j. Nat Genet. 2022 Jul;54(7):985-995. doi: 10.1038/s41588-022-01088-x. Epub 2022 Jun 20. Nat Genet. 2022. PMID: 35726067 Free PMC article.
Deep learning-based phenotyping reclassifies combined hepatocellular-cholangiocarcinoma.
Calderaro J, Ghaffari Laleh N, Zeng Q, Maille P, Favre L, Pujals A, Klein C, Bazille C, Heij LR, Uguen A, Luedde T, Di Tommaso L, Beaufrère A, Chatain A, Gastineau D, Nguyen CT, Nguyen-Canh H, Thi KN, Gnemmi V, Graham RP, Charlotte F, Wendum D, Vij M, Allende DS, Aucejo F, Diaz A, Rivière B, Herrero A, Evert K, Calvisi DF, Augustin J, Leow WQ, Leung HHW, Boleslawski E, Rela M, François A, Cha AW, Forner A, Reig M, Allaire M, Scatton O, Chatelain D, Boulagnon-Rombi C, Sturm N, Menahem B, Frouin E, Tougeron D, Tournigand C, Kempf E, Kim H, Ningarhari M, Michalak-Provost S, Gopal P, Brustia R, Vibert E, Schulze K, Rüther DF, Weidemann SA, Rhaiem R, Pawlotsky JM, Zhang X, Luciani A, Mulé S, Laurent A, Amaddeo G, Regnault H, De Martin E, Sempoux C, Navale P, Westerhoff M, Lo RC, Bednarsch J, Gouw A, Guettier C, Lequoy M, Harada K, Sripongpun P, Wetwittayaklang P, Loménie N, Tantipisit J, Kaewdech A, Shen J, Paradis V, Caruso S, Kather JN. Calderaro J, et al. Among authors: shen j. Nat Commun. 2023 Dec 14;14(1):8290. doi: 10.1038/s41467-023-43749-3. Nat Commun. 2023. PMID: 38092727 Free PMC article.
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