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Author

Nan Yang

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#artificial intelligence Preprint Sep 2026

DynamicDx: Evaluating Evidence Acquisition in Video-Based Diagnosis

DynamicDx evaluates each step in 71 neurological consultations across 11 sign categories, linking authentic patient videos to confirmed diagnoses and fixed charts built from the same case reports, so that every model queries the same evidence.

Jia-Hui Li, Yu-Tong Guo, Nan Yang et al. · 0 citations
Preprint Aug 2026

Reifying Research Logic: AI-Assisted Workflow Construction and Incremental Refinement for Quantitative Syntax

QLWF is a visual workflow platform that turns natural-language research descriptions into executable workflows through an AI assisted five-stage pipeline that supports incremental refinement, so saved workflows can be revised by changing only the parts that need to change rather than being rebuilt from scratch.

He Wang, Jingbo Chen, Yuqiao Lai et al. · 0 citations

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