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clinical-evaluation

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SynomosAI Traceability Audit v1.0 - 可溯源/可举证/可审计的 AI 系统方法论与参考实现(三锚核验/证据链审计/真实参照法/注册方法论)。署名 SynomosAI · 安全服务大使 Phylax(诺卫)。

  • Updated Aug 29, 2026

Explainable, retrieval-augmented LLM for clinical decision support. Classifies MIMIC-IV ED records into 10 body-system disease groups (MedGemma-4B + QLoRA, PubMedBERT+FAISS, Qwen2.5-14B explainer) with auditable, clinician-validated explanations. Macro-F1 0.7253 on a single 15GB GPU.

  • Updated Jul 30, 2026
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