AI RESEARCH
3DMedAgent: Unified Perception-to-Understanding for 3D Medical Analysis
arXiv CS.CV
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ArXi:2602.18064v2 Announce Type: replace 3D CT analysis spans a continuum from low-level perception to high-level clinical understanding. Existing 3D-oriented analysis methods adopt either isolated task-specific modeling or task-agnostic end-to-end paradigms to produce one-hop outputs, impeding the systematic accumulation of perceptual evidence for downstream reasoning.