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New Initiatives for College Student Mental Health and Wellness

Mental health among U.S. college students has worsened exponentially in the past ten years, and Ithaca has mobilized to help. Local organizations, from regional government to private colleges, are bolstering ....

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OpenEvidence AI Becomes the First AI in History to Score Above 90% on the United States Medical Licensing Examination (USMLE)

/PRNewswire/ OpenEvidence, a generative Artificial Intelligence (AI) company working on aligning Large Language Models (LLMs) to the medical domain,. ....

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Large language models encode clinical knowledge

Large language models (LLMs) have demonstrated impressive capabilities, but the bar for clinical applications is high. Attempts to assess the clinical knowledge of models typically rely on automated evaluations based on limited benchmarks. Here, to address these limitations, we present MultiMedQA, a benchmark combining six existing medical question answering datasets spanning professional medicine, research and consumer queries and a new dataset of medical questions searched online, HealthSearchQA. We propose a human evaluation framework for model answers along multiple axes including factuality, comprehension, reasoning, possible harm and bias. In addition, we evaluate Pathways Language Model1 (PaLM, a 540-billion parameter LLM) and its instruction-tuned variant, Flan-PaLM2 on MultiMedQA. Using a combination of prompting strategies, Flan-PaLM achieves state-of-the-art accuracy on every MultiMedQA multiple-choice dataset (MedQA3, MedMCQA4, PubMedQA5 and Measu ....

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Yonatan Mintz :: UW–Madison Experts

Yonatan Mintz :: UW–Madison Experts
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Yonatan Mintz , Health Application Society Pierskalla Best Paper Award , Conference On Health , Systems Engineeringcollege , Fairness Accountability , Social Good , Socieotechnical Approach , Machine Learning , Application Society Pierskalla Best Paper Award ,

Joint Norwegian-Ethiopian Conference on Health and Higher Education

Joint Norwegian-Ethiopian Conference on Health and Higher Education
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