https://zhcz328.github.io/publication-type/3/3Wowchemy (https://wowchemy.com)en-usMon, 13 Jul 2026 00:00:00 +0000https://zhcz328.github.io/media/icon_huc9fe9d140a9bb016fbeeaa3ba1111928_724048_512x512_fill_lanczos_center_3.pnghttps://zhcz328.github.io/publication-type/3/https://zhcz328.github.io/publication/self-evolving-clinical-systems/Mon, 13 Jul 2026 00:00:00 +0000https://zhcz328.github.io/publication/self-evolving-clinical-systems/<p>This survey reframes medical agents from the perspective of clinical deployment. It introduces a three-level autonomy taxonomy, organizes the field around framework, capability, and environment scaling, and highlights clinical self-evolution as a key frontier for trustworthy medical AI systems in real-world clinical practice.</p>