Using administrative claims and electronic health records for observational studies is common but challenging due to data limitations. Researchers rely on phenotype algorithms, requiring labor-intensive chart reviews for validation. This study investigates whether case…
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A new report by Milliman, Inc. concluded that after testing the impact of various modifications to Together Senior Health’s Dementia AlgoRithm, new claims-sourced models demonstrate positive predictive value that can support quality care.WHY IT…
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Leeds Teaching Hospitals NHS Trust is trialling an AI tool which helps identify people at risk of developing atrial fibrillation (AF), a condition that makes them five times more likely to have a potentially…
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Circular, maker of smart ring technology, announced its next-generation wearable, the Ring 2, which includes ECG capability with its FDA-cleared AFib detection algorithm that provides real-time heart health data to wearers. The titanium Ring 2…
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NeuroFlow this week announced that it has acquired the proprietary behavioral health analytics model developed at Salt Lake City-based Intermountain Health.WHY IT MATTERSThe deal, which will see the clinically validated model integrated into NeuroFlow’s…
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In this study, we investigate the performance of computer vision AI algorithms in predicting patient disposition from the emergency department (ED) using short video clips. Clinicians often use “eye-balling” or clinical gestalt to aid…
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Artificial intelligence promises to revolutionize mental health care, but small dataset sizes and lack of robust methods raise concerns about result generalizability. To provide insights on minimal necessary data set sizes, we explore domain-specific…
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Data scientists use a variety of coding languages to create AI-driven models, but the real “secret sauce” that helps them identify the best algorithms are the weights the coding generates.
By John Halamka, M.D., President,…
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Polysomnography, the gold standard diagnostic tool in sleep medicine, is performed in an artificial environment. This might alter sleep and may not accurately reflect typical sleep patterns. While macro-structures are sensitive to environmental effects,…
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John J. Hopfield and Geoffrey E. Hinton were awarded the 2024 Nobel Prize in Physics for developing machine learning technology using artificial neural networks. In Chemistry it was awarded to Demis Hassabis and John…
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