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Author

A. Beheshti

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Conference Jul 2026

JudgEHR: LLM-Guided Cohort Inference for Clinical Decision Confidence Estimation

Clinical decisions, such as diagnosing conditions, prescribing medications, and recommending procedures, are rarely made with absolute certainty. Instead, they reflect probabilistic judgments shaped by evolving patient information and incomplete evidence. However, current EHR systems and knowledge graphs encode such de...

Kexuan Xin, Guillaume Pelat, Jonathan Vitale et al. · 0 citations
Conference Jul 2026

Toward Multimodal AI for Dementia: A Challenge-Driven Survey of LLMs and VLMs

Dementia affects over 57 million people worldwide and places an immense burden on informal caregivers, yet current AI tools remain largely fragmented across isolated tasks and modalities. Recent large language models (LLMs) and vision-language models (VLMs) offer promising capabilities for dementia support, but adaptin...

Afrouz Sheikholeslami, Dexuan Ding, Amin Beheshti et al. · 0 citations

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