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This paper presents a multi-stage explainable framework that combines SHAP-based token attribution, theory-informed linguistic features, and LLaMA-3.1-70B-Instruct LLM reasoning to interpret transformer-based speech models for cognitive impairment detection, achieving strong clinical alignment and high usability scores.
AdventHealth is deploying ChatGPT for Healthcare to reduce administrative burden and streamline clinical workflows, reclaiming hours weekly for clinicians and improving patient access and experience.
Color Health has developed an AI copilot using GPT-4o's reasoning capabilities to help oncologists identify missing diagnostic information and streamline cancer care workflows. The tool enables physicians to find 4x more missing labs and imaging results in ~5 minutes versus weeks, with initial validation underway at UCSF.