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Deep learning-based subtyping of gastric cancer histology predicts clinical outcome: a multi-institutional retrospective study.
Veldhuizen GP, Röcken C, Behrens HM, Cifci D, Muti HS, Yoshikawa T, Arai T, Oshima T, Tan P, Ebert MP, Pearson AT, Calderaro J, Grabsch HI, Kather JN. Veldhuizen GP, et al. Among authors: kather jn. Gastric Cancer. 2023 Sep;26(5):708-720. doi: 10.1007/s10120-023-01398-x. Epub 2023 Jun 3. Gastric Cancer. 2023. PMID: 37269416 Free PMC article.
Artificial intelligence-based pathology as a biomarker of sensitivity to atezolizumab-bevacizumab in patients with hepatocellular carcinoma: a multicentre retrospective study.
Zeng Q, Klein C, Caruso S, Maille P, Allende DS, Mínguez B, Iavarone M, Ningarhari M, Casadei-Gardini A, Pedica F, Rimini M, Perbellini R, Boulagnon-Rombi C, Heurgué A, Maggioni M, Rela M, Vij M, Baulande S, Legoix P, Lameiras S; HCC-AI study group; Bruges L, Gnemmi V, Nault JC, Campani C, Rhee H, Park YN, Iñarrairaegui M, Garcia-Porrero G, Argemi J, Sangro B, D'Alessio A, Scheiner B, Pinato DJ, Pinter M, Paradis V, Beaufrère A, Peter S, Rimassa L, Di Tommaso L, Vogel A, Michalak S, Boursier J, Loménie N, Ziol M, Calderaro J. Zeng Q, et al. Lancet Oncol. 2023 Dec;24(12):1411-1422. doi: 10.1016/S1470-2045(23)00468-0. Epub 2023 Nov 8. Lancet Oncol. 2023. PMID: 37951222
CpG-biomarkers in tumor tissue and prediction models for the survival of colorectal cancer: A systematic review and external validation study.
Yuan T, Edelmann D, Kather JN, Fan Z, Tagscherer KE, Roth W, Bewerunge-Hudler M, Brobeil A, Kloor M, Bläker H, Burwinkel B, Brenner H, Hoffmeister M. Yuan T, et al. Among authors: kather jn. Crit Rev Oncol Hematol. 2024 Jan;193:104199. doi: 10.1016/j.critrevonc.2023.104199. Epub 2023 Nov 11. Crit Rev Oncol Hematol. 2024. PMID: 37952858 Review.
Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study.
Wagner SJ, Reisenbüchler D, West NP, Niehues JM, Zhu J, Foersch S, Veldhuizen GP, Quirke P, Grabsch HI, van den Brandt PA, Hutchins GGA, Richman SD, Yuan T, Langer R, Jenniskens JCA, Offermans K, Mueller W, Gray R, Gruber SB, Greenson JK, Rennert G, Bonner JD, Schmolze D, Jonnagaddala J, Hawkins NJ, Ward RL, Morton D, Seymour M, Magill L, Nowak M, Hay J, Koelzer VH, Church DN; TransSCOT consortium; Matek C, Geppert C, Peng C, Zhi C, Ouyang X, James JA, Loughrey MB, Salto-Tellez M, Brenner H, Hoffmeister M, Truhn D, Schnabel JA, Boxberg M, Peng T, Kather JN. Wagner SJ, et al. Among authors: kather jn. Cancer Cell. 2023 Sep 11;41(9):1650-1661.e4. doi: 10.1016/j.ccell.2023.08.002. Epub 2023 Aug 30. Cancer Cell. 2023. PMID: 37652006 Free PMC article.
End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study.
Jiang X, Hoffmeister M, Brenner H, Muti HS, Yuan T, Foersch S, West NP, Brobeil A, Jonnagaddala J, Hawkins N, Ward RL, Brinker TJ, Saldanha OL, Ke J, Müller W, Grabsch HI, Quirke P, Truhn D, Kather JN. Jiang X, et al. Among authors: kather jn. Lancet Digit Health. 2024 Jan;6(1):e33-e43. doi: 10.1016/S2589-7500(23)00208-X. Lancet Digit Health. 2024. PMID: 38123254 Free 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: kather jn. Nat Commun. 2023 Dec 14;14(1):8290. doi: 10.1038/s41467-023-43749-3. Nat Commun. 2023. PMID: 38092727 Free PMC article.
Prediction of heart transplant rejection from routine pathology slides with self-supervised deep learning.
Seraphin TP, Luedde M, Roderburg C, van Treeck M, Scheider P, Buelow RD, Boor P, Loosen SH, Provaznik Z, Mendelsohn D, Berisha F, Magnussen C, Westermann D, Luedde T, Brochhausen C, Sossalla S, Kather JN. Seraphin TP, et al. Among authors: kather jn. Eur Heart J Digit Health. 2023 Mar 2;4(3):265-274. doi: 10.1093/ehjdh/ztad016. eCollection 2023 May. Eur Heart J Digit Health. 2023. PMID: 37265858 Free PMC article.
166 results