Robust Benchmarking for Machine Learning of Clinical Entity Extraction

Monica Agrawal, Chloe O'Connell, Yasmin Fatemi, Ariel Levy, David Sontag

Abstract: Clinical studies often require understanding elements of a patient’s narrative that exist only in free text clinical notes. To transform notes into structured data for downstream use, these element...