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Category: Medical Ai

  • Spectral Community Detection in Clinical Knowledge Graphs

    Spectral Community Detection in Clinical Knowledge Graphs Introduction How do we identify latent groups of patients in a large cohort? How can we find similarities among patients that go beyond the well-known comorbidity clusters associated with specific diseases? And more importantly, how can we extract quantitative signals that can be analyzed, compared, and reused across…

  • Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare

    Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare How metrics and monitoring combine with human expertise to build trustworthy AI in healthcare. The post Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare appeared first on Towards Data Science. Robert Martin-Short Go to original source

  • Microsoft’s Revolutionary Diagnostic Medical AI, Explained

    Microsoft’s Revolutionary Diagnostic Medical AI, Explained Microsoft’s latest paper discusses a path to medical superintelligence. How close are we, really? The post Microsoft’s Revolutionary Diagnostic Medical AI, Explained appeared first on Towards Data Science. Ryan D’Cunha Go to original source

  • Google’s New AI System Outperforms Physicians in Complex Diagnoses

    Google’s New AI System Outperforms Physicians in Complex Diagnoses Imagine going to the doctor with a baffling set of symptoms. Getting the right diagnosis quickly is crucial, but sometimes even experienced physicians face challenges piecing together the puzzle. Sometimes it might not be something serious at all; others a deep investigation might be required. No…

  • When Optimal is the Enemy of Good: High-Budget Differential Privacy for Medical AI

    When Optimal is the Enemy of Good: High-Budget Differential Privacy for Medical AI Imagine you’re building your dream home. Just about everything is ready. All that’s left to do is pick out a front door. Since the neighborhood has a low crime rate, you decide you want a door with a standard lock — nothing too fancy,…