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Hunter J. Rice

Harvard University - Massachusetts General Hospital

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Automated Identification of Fall-Related Injuries in Unstructured Clinical Notes

Number of pages: 26 Posted: 31 Mar 2023
Lilian Maria Godeiro Coelho, Wendong Ge, Maria A. Donahue, Hunter J. Rice, Deborah Blacker, John Hsu, Joseph P. Newhouse, Sonia Hernandez-Diaz, Sebastien Haneuse, M. Brandon Westover and Lidia Moura
Harvard University - Massachusetts General Hospital, Harvard University - Department of Neurology, Harvard University - Massachusetts General Hospital, Harvard University - Massachusetts General Hospital, Harvard T.H. Chan School of Public Health - Department of Epidemiology, Harvard University - Massachusetts General Hospital, Harvard Medical School; Harvard Kennedy School (HKS), Harvard TH Chan School of Public Health - Department of Epidemiology, Harvard University, Harvard University - Department of Neurology and Harvard University - Massachusetts General Hospital
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Fall-related injuryElectronic Health RecordDeep learningNatural Language ProcessingBidirectional Encoder Representation from TransformersSupport Vector Machines (SVM)