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Image-based Detection of Mismatch Repair Deficiency in Prostate Cancer Using Transfer Learning.

Lucas J Liu, Ruth Etzioni, Haoyue Zhang, Erolcan Sayar, Helen Richards, Zhijun Chen, Heather Kirkham, Azra Ajkunic, Sajida Hassan, Eric Q Konnick, Evan Y Yu, Daniel W Lin, Michael T Schweizer, Jonathan L Wright, Ruth F Dumpit, Gavin Ha, Colm Morrissey, Peter S Nelson, Mark D Linch, Colin C Pritchard, Michael C Haffner, Stephanie A Harmon

Clinical cancer research : an official journal of the American Association for Cancer ResearchSep 29, 2026PMID 42808876doi:10.1158/1078-0432.CCR-26-1478 Journal ArticlepubmedProvenance
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PubMed
Retrieved
Sep 30, 2026
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normalized (units and labels harmonized; values unchanged)
Run
ING-PUBMED-20260930-000001
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PURPOSE/BACKGROUND: Tumors with microsatellite instability high/mismatch repair-deficient (MSI-H/dMMR) exhibit distinct biological features and are associated with Lynch syndrome. Current approaches for detecting MSI-H/dMMR status rely on immunohistochemistry or molecular assays. Recent advances in…

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