TY - GEN AU - Afshar,Majid AU - Phillips,Andrew AU - Karnik,Niranjan AU - Mueller,Jeanne AU - To,Daniel AU - Gonzalez,Richard AU - Price,Ron AU - Cooper,Richard AU - Joyce,Cara AU - Dligach,Dmitriy TI - Natural language processing and machine learning to identify alcohol misuse from the electronic health record in trauma patients: development and internal validation SN - 1527-974X PY - 2019///1220 KW - Adult KW - Alcoholism KW - complications KW - Cohort Studies KW - Electronic Health Records KW - Female KW - Humans KW - Machine Learning KW - Male KW - Middle Aged KW - Natural Language Processing KW - ROC Curve KW - Trauma Centers KW - Wounds and Injuries N1 - Publication Type: Journal Article; Observational Study; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't UR - https://doi.org/10.1093/jamia/ocy166 ER -