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Zero-Shot LLMs vs. a Validated ML Classifier for Neuroinfectious Disease Detection from EHR Notes
Karan Singh (1, 2), Arjun Singh (1, 2), Carson Quinn (1, 2, 3), G Kyle Harrold (1, 2, 3), M Brandon Westover (1, 2, 4), Bragi Sveinsson (2, 5), Shibani S Mukerji (1, 2)
(1) Department of Neurology, Massachusetts General Hospital, Boston, MA, United States, (2) Harvard Medical School, Boston, MA, United States, (3) Department of Neurology, Brigham and Women’s Hospital, Boston, MA, United States, (4) Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, United States, (5) Department of Radiology, Massachusetts General Hospital, Boston, MA, United States
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