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Author

Junda Wang

2 papers indexed here

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Preprint Aug 2026

Foundation Agents Meet Agentic Deep Research: Evidence-Grounded Clinical Code Forecasting

Next-encounter ICD forecasting predicts which standardized diagnosis codes will be documented at a future visit from the longitudinal record available beforehand. The task is prospective and multi-label: the target note does not yet exist, and several codes may be correct. Structured EHR foundation models capture recur...

Junda Wang, Meysam Ghaffari, Akshat Choube et al. · 0 citations
#computer vision Open access Oct 2024

MultiViewDx: Evidence-Linked Multi-View Clinical Diagnosis

MultiViewDx, a partly physician-validated multimodal instruction dataset for evidence-linked multi-view medical imaging diagnosis, is introduced and Controlled ablations and clinician evaluation show that both case-level multi-view organization and evidence-linked reasoning targets contribute to the gain.

Jun-Da Wang, Zonghai Yao, Yujan Ting et al. · 2 citations · ⚡1

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