0819 Insights from Physician Notes into Management of Patients with Narcolepsy Type 2 and Idiopathic Hypersomnia (IH)
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DOI: 10.1093/sleep/zsaf090.0819
Abstract: Narcolepsy and idiopathic hypersomnia (IH) are associated with diagnostic delays, comorbidities, and disease burden. Understanding how healthcare providers diagnose and treat patients could inform more timely and effective strategies for diagnosis and patient management. This… read more here.
Keywords: patients narcolepsy; work; physician notes; idiopathic hypersomnia ... See more keywords
Investigation of Racial Bias in an Epilepsy Machine Learning Algorithm Trained on Physician Notes
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DOI: 10.1542/peds.146.1_meetingabstract.14
Abstract: Purpose: There are 470,000 children with epilepsy in the United States, of which 20-40% are drug-resistant and may be candidates for resective epilepsy surgery. Surgical treatment has drastically better outcomes than continuing pharmacotherapy alone. Racial… read more here.
Keywords: learning algorithm; machine learning; trained physician; algorithm trained ... See more keywords
Moving Biosurveillance Beyond Coded Data Using AI for Symptom Detection From Physician Notes: Retrospective Cohort Study
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DOI: 10.2196/53367
Abstract: Background Real-time surveillance of emerging infectious diseases necessitates a dynamically evolving, computable case definition, which frequently incorporates symptom-related criteria. For symptom detection, both population health monitoring platforms and research initiatives primarily depend on structured data… read more here.
Keywords: symptom; physician notes; retrospective cohort; symptom detection ... See more keywords