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Mainland China and Hong Kong, Medical AI, Cancer Care, Longitudinal Evaluation, Nasopharyngeal Carcinoma, Clinical Decision Support, Patient Safety, Evidence Grounding and Human Oversight
Cancer models passed diagnosis and stumbled later. Test the whole care path
A two-center benchmark found that strong diagnostic answers did not reliably survive staging, treatment and follow-up. Medical AI needs a phase-by-phase care-path receipt, not one flattering score.