Publication
Deep learning techniques in predicting BRAF mutation status in cutaneous melanoma from histopathologic images.
Jiaojie Lv, Zheng Liu, Xuebing Jiang, Xueying Zeng, Jue Hu, Bo Dai, Yun-Yi Kong
Journal of clinical pathologySep 9, 2026PMID 42716723doi:10.1136/jcp-2026-210644 Journal ArticlepubmedProvenance
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- Sep 29, 2026
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- ING-PUBMED-20260929-000001
Abstract
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AIMS: To develop and validate a deep learning framework for discriminating BRAF mutation status in cutaneous melanoma from routine H&E whole-slide images (WSIs) as a proof-of-concept complementary approach alongside molecular testing. METHODS: We built a two-stage pipeline comprising U-Net-based…
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- cancerCutaneous Melanomadictionary0.60
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