Publications by authors named "Geralyn Miller"

Article Synopsis
  • Medical AI has the potential to enhance healthcare by improving evidence-based practice, personalizing treatment, cutting costs, and enhancing experiences for providers and patients.
  • MedPerf is introduced as an open platform designed for benchmarking medical AI models, enabling federated evaluation across healthcare organizations while maintaining data privacy.
  • The text outlines the challenges in healthcare AI, highlights the design and current status of MedPerf, and calls for collaboration from researchers and organizations to advance the platform.
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Understanding how post-acute COVID-19 syndrome (PACS or long COVID) manifests among underserved populations, who experienced a disproportionate burden of acute COVID-19, can help providers and policymakers better address this ongoing crisis. To identify clinical sequelae of long COVID among underserved populations treated in the primary care safety net, we conducted a causal impact analysis with electronic health records (EHR) to compare symptoms among community health center patients who tested positive (n=4,091) and negative (n=7,118) for acute COVID-19. We found 18 sequelae with statistical significance and causal dependence among patients who had a visit after 60 days or more following acute COVID-19.

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Background: Leprosy is an infectious disease that mostly affects underserved populations. Although it has been largely eliminated, still about 200'000 new patients are diagnosed annually. In the absence of a diagnostic test, clinical diagnosis is often delayed, potentially leading to irreversible neurological damage and its resulting stigma, as well as continued transmission.

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Effective data sharing is key to accelerating research to improve diagnostic precision, treatment efficacy, and long-term survival in pediatric cancer and other childhood catastrophic diseases. We present St. Jude Cloud (https://www.

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