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Page 1
A Deep Learning Approach for the Identification of the Molecular Subtypes of Pancreatic Ductal Adenocarcinoma Based on Whole Slide Pathology Images.
Ahmadvand P, Farahani H, Farnell D, Darbandsari A, Topham J, Karasinska J, Nelson J, Naso J, Jones SJM, Renouf D, Schaeffer DF, Bashashati A. Ahmadvand P, et al. Among authors: darbandsari a. Am J Pathol. 2024 Dec;194(12):2302-2312. doi: 10.1016/j.ajpath.2024.08.006. Epub 2024 Aug 31. Am J Pathol. 2024. PMID: 39222907 Free article.
Learning generalizable AI models for multi-center histopathology image classification.
Asadi-Aghbolaghi M, Darbandsari A, Zhang A, Contreras-Sanz A, Boschman J, Ahmadvand P, Köbel M, Farnell D, Huntsman DG, Churg A, Black PC, Wang G, Gilks CB, Farahani H, Bashashati A. Asadi-Aghbolaghi M, et al. Among authors: darbandsari a. NPJ Precis Oncol. 2024 Jul 19;8(1):151. doi: 10.1038/s41698-024-00652-4. NPJ Precis Oncol. 2024. PMID: 39030380 Free PMC article.
AI-based histopathology image analysis reveals a distinct subset of endometrial cancers.
Darbandsari A, Farahani H, Asadi M, Wiens M, Cochrane D, Khajegili Mirabadi A, Jamieson A, Farnell D, Ahmadvand P, Douglas M, Leung S, Abolmaesumi P, Jones SJM, Talhouk A, Kommoss S, Gilks CB, Huntsman DG, Singh N, McAlpine JN, Bashashati A. Darbandsari A, et al. Nat Commun. 2024 Jun 26;15(1):4973. doi: 10.1038/s41467-024-49017-2. Nat Commun. 2024. PMID: 38926357 Free PMC article.
VOLTA: an enVironment-aware cOntrastive ceLl represenTation leArning for histopathology.
Nakhli R, Rich K, Zhang A, Darbandsari A, Shenasa E, Hadjifaradji A, Thiessen S, Milne K, Jones SJM, McAlpine JN, Nelson BH, Gilks CB, Farahani H, Bashashati A. Nakhli R, et al. Among authors: darbandsari a. Nat Commun. 2024 May 10;15(1):3942. doi: 10.1038/s41467-024-48062-1. Nat Commun. 2024. PMID: 38729933 Free PMC article.