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Extracting social determinants of health from electronic health records using natural language processing: a systematic review.

, , , , , , , , , , , , , , , , , , , , , and . J. Am. Medical Informatics Assoc., 28 (12): 2716-2727 (2021)

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Using EHR-Linked Biobank Data to Study Metformin Pharmacogenomics., , , , , , and . MIE, volume 210 of Studies in Health Technology and Informatics, page 914-918. IOS Press, (2015)Asthma Ascertainment NLP System Portability across Institutions., , , , , , , and . AMIA, AMIA, (2016)Extracting social determinants of health from electronic health records using natural language processing: a systematic review., , , , , , , , , and 12 other author(s). J. Am. Medical Informatics Assoc., 28 (12): 2716-2727 (2021)Identifying Major Depressive Disorder From Clinical Notes Using Neural Language Models with Distant Supervision., , , , , , , , , and 1 other author(s). ICHI, page 183-192. IEEE, (2023)Detecting Major Depressive Disorder from Clinical Notes using Neural Language Models with Distant Supervision., , , , , , , , and . AMIA, AMIA, (2021)Assessing socioeconomic bias in machine learning algorithms in health care: a case study of the HOUSES index., , , , , , , , , and . J. Am. Medical Informatics Assoc., 29 (7): 1142-1151 (2022)The role of individual-level socioeconomic status on bias of machine learning algorithm., , , , , , , and . AMIA, AMIA, (2022)Extracting Social Isolation Information From Psychiatric Notes in the Electronic Health Records., , , , , , , , , and 4 other author(s). AMIA, AMIA, (2021)Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes., , , , , , , , and . CoRR, (2021)Establishing an expert consensus for the operational definitions of asthma-associated infectious and inflammatory multimorbidities for computational algorithms through a modified Delphi technique., , , , , , , , , and . BMC Medical Informatics Decis. Mak., 21 (1): 310 (2021)