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Real-world benchmarking and validation of foundation model transformers for endometrial cancer subtyping from histopathology.

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Title: Real-world benchmarking and validation of foundation model transformers for endometrial cancer subtyping from histopathology.
Authors: Wagner VM; Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, University of Iowa, Iowa City, IA, USA. vincent-wagner@uiowa.edu., Cosgrove CM; Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, The Ohio State University Comprehensive Cancer Center/James Cancer Hospital, Columbus, OH, USA., Chen SJ; Department of Pathology, University of Iowa, Iowa City, IA, USA., Griffin DT; Department of Pathology, University of Iowa, Iowa City, IA, USA., Samuelson MI; Department of Pathology, University of Iowa, Iowa City, IA, USA., Goodheart MJ; Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, University of Iowa, Iowa City, IA, USA., Gonzalez-Bosquet J; Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, University of Iowa, Iowa City, IA, USA.
Source: NPJ precision oncology [NPJ Precis Oncol] 2026 Apr 04; Vol. 10 (1). Date of Electronic Publication: 2026 Apr 04.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: England NLM ID: 101708166 Publication Model: Electronic Cited Medium: Print ISSN: 2397-768X (Print) Linking ISSN: 2397768X NLM ISO Abbreviation: NPJ Precis Oncol Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Wagner+VM%22">Wagner VM</searchLink>; Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, University of Iowa, Iowa City, IA, USA. vincent-wagner@uiowa.edu.<br /><searchLink fieldCode="AU" term="%22Cosgrove+CM%22">Cosgrove CM</searchLink>; Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, The Ohio State University Comprehensive Cancer Center/James Cancer Hospital, Columbus, OH, USA.<br /><searchLink fieldCode="AU" term="%22Chen+SJ%22">Chen SJ</searchLink>; Department of Pathology, University of Iowa, Iowa City, IA, USA.<br /><searchLink fieldCode="AU" term="%22Griffin+DT%22">Griffin DT</searchLink>; Department of Pathology, University of Iowa, Iowa City, IA, USA.<br /><searchLink fieldCode="AU" term="%22Samuelson+MI%22">Samuelson MI</searchLink>; Department of Pathology, University of Iowa, Iowa City, IA, USA.<br /><searchLink fieldCode="AU" term="%22Goodheart+MJ%22">Goodheart MJ</searchLink>; Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, University of Iowa, Iowa City, IA, USA.<br /><searchLink fieldCode="AU" term="%22Gonzalez-Bosquet+J%22">Gonzalez-Bosquet J</searchLink>; Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, University of Iowa, Iowa City, IA, USA.
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