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Ji-Song Chen

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#explainable ai Review Open access Sep 2026

Artificial intelligence in gangrenous cholecystitis: advances in risk factor identification and preoperative prediction—a scoping review

Early retrospective studies show promising discrimination for AI-based GC prediction; however, evidence remains insufficient for routine clinical decision-making due to methodological heterogeneity, limited external validation, absence of prospective impact studies, and lack of calibration and clinical utility analyses...

Ping Wang, Xing-Yu Chen, Tian-Jiao Hao et al. · 0 citations

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