Author

Hieu Tran

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#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. · Transactions of the Associat... · 2 citations · ⚡1

Open access Feb 2025

Enhancing Large Language Models for Identifying and Prioritizing Important Medical Jargons From Electronic Health Record Notes Using Data Augmentation: Comparative Study

This study evaluated both closed-source and open-source large language models for extracting and prioritizing medical jargon from EHR notes relevant to individual patients, leveraging prompting techniques, fine-tuning, and data augmentation and found that model performance could deviate largely based on prompting style...

W. Jang, Sharmin Sultana, Zonghai Yao et al. · JMIR AI · 1 citation