This paper is in the following e-collection/theme issue:

Electronic Health Records (648) Natural Language Processing (397)

Published on in Vol 7, No 3 (2019): Jul-Sep

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/13802, first published .
Assessing the Availability of Data on Social and Behavioral Determinants in Structured and Unstructured Electronic Health Records: A Retrospective Analysis of a Multilevel Health Care System

Assessing the Availability of Data on Social and Behavioral Determinants in Structured and Unstructured Electronic Health Records: A Retrospective Analysis of a Multilevel Health Care System

Assessing the Availability of Data on Social and Behavioral Determinants in Structured and Unstructured Electronic Health Records: A Retrospective Analysis of a Multilevel Health Care System

Authors of this article:

Elham Hatef 1, 2 Author Orcid Image ;   Masoud Rouhizadeh 3 Author Orcid Image ;   Iddrisu Tia 4 Author Orcid Image ;   Elyse Lasser 1 Author Orcid Image ;   Felicia Hill-Briggs 5, 6, 7, 8, 9 Author Orcid Image ;   Jill Marsteller 8, 9, 10, 11 Author Orcid Image ;   Hadi Kharrazi 1, 4, 9, 10, 11 Author Orcid Image
Article Authors Cited by (21) Tweetations (7) Metrics

Journals

  1. Ostherr K. Artificial Intelligence and Medical Humanities. Journal of Medical Humanities 2020 View
  2. Kessler R, Bauer M, Bishop T, Demler O, Dobscha S, Gildea S, Goulet J, Karras E, Kreyenbuhl J, Landes S, Liu H, Luedtke A, Mair P, McAuliffe W, Nock M, Petukhova M, Pigeon W, Sampson N, Smoller J, Weinstock L, Bossarte R. Using Administrative Data to Predict Suicide After Psychiatric Hospitalization in the Veterans Health Administration System. Frontiers in Psychiatry 2020;11 View
  3. Bery A, Anzaldi L, Boyd C, Leff B, Kharrazi H. Potential value of electronic health records in capturing data on geriatric frailty for population health. Archives of Gerontology and Geriatrics 2020;91:104224 View
  4. Phillips A, Brewster A, Kyalwazi M, Rodriguez H. The Centers for Medicaid and Medicare Services State Innovation Models Initiative and Social Risk Factors: Improved Diagnosis Among Hospitalized Adults With Diabetes. American Journal of Preventive Medicine 2020;59(4):e161 View
  5. Meisha D. Evaluation of Accuracy and Completeness of Electronic Dental Records in a Dental School Setting. The Open Dentistry Journal 2019;13(1):520 View
  6. Hatef E, Ma X, Rouhizadeh M, Singh G, Weiner J, Kharrazi H. Assessing the Impact of Social Needs and Social Determinants of Health on Health Care Utilization: Using Patient- and Community-Level Data. Population Health Management 2021;24(2):222 View
  7. Tan M, Hatef E, Taghipour D, Vyas K, Kharrazi H, Gottlieb L, Weiner J. Including Social and Behavioral Determinants in Predictive Models: Trends, Challenges, and Opportunities. JMIR Medical Informatics 2020;8(9):e18084 View
  8. Chang H, Hatef E, Ma X, Weiner J, Kharrazi H. Impact of Area Deprivation Index on the Performance of Claims-Based Risk-Adjustment Models in Predicting Health Care Costs and Utilization. Population Health Management 2021;24(3):403 View
  9. Davis A, Osuji T, Chen J, Lyons L, Gould M. Identifying Populations with Complex Needs: Variation in Approaches Used to Select Complex Patient Populations. Population Health Management 2021;24(3):393 View
  10. Decker B, Hill C, Baldassano S, Khankhanian P. Can antiepileptic efficacy and epilepsy variables be studied from electronic health records? A review of current approaches. Seizure 2021;85:138 View
  11. Pflugeisen B, Mou J. Empiric evidence of ethnic disparities in coronavirus positivity in Washington State. Ethnicity & Health 2021;26(1):36 View
  12. McElroy L, Kirk A. Eudaimonia: An Aristotelian approach to transplantation. American Journal of Transplantation 2021;21(6):2014 View
  13. Stemerman R, Arguello J, Brice J, Krishnamurthy A, Houston M, Kitzmiller R. Identification of social determinants of health using multi-label classification of electronic health record clinical notes. JAMIA Open 2021 View
  14. Newman-Griffis D, Fosler-Lussier E. Automated Coding of Under-Studied Medical Concept Domains: Linking Physical Activity Reports to the International Classification of Functioning, Disability, and Health. Frontiers in Digital Health 2021;3 View
  15. McQueen A, Li L, Herrick C, Verdecias N, Brown D, Broussard D, Smith R, Kreuter M. Social Needs, Chronic Conditions, and Health Care Utilization among Medicaid Beneficiaries. Population Health Management 2021 View
  16. Kane N, Wang X, Gerkovich M, Breitkreutz M, Rivera B, Kunchithapatham H, Hoffman M. The Envirome Web Service: Patient context at the point of care. Journal of Biomedical Informatics 2021;119:103817 View
  17. Reeves R, Christensen L, Brown J, Conway M, Levis M, Gobbel G, Shah R, Goodrich C, Ricket I, Minter F, Bohm A, Bray B, Matheny M, Chapman W. Adaptation of an NLP system to a new healthcare environment to identify social determinants of health. Journal of Biomedical Informatics 2021;120:103851 View
  18. Lasser E, Kim J, Hatef E, Kharrazi H, Marsteller J, DeCamp L. Social and Behavioral Variables in the Electronic Health Record: A Path Forward to Increase Data Quality and Utility. Academic Medicine 2021;96(7):1050 View
  19. Percha B. Modern Clinical Text Mining: A Guide and Review. Annual Review of Biomedical Data Science 2021;4(1):165 View
  20. Varga A, Gruß I, Ritzwoller D, Bradley C, Sterrett A, Banegas M. Characterizing employment of colorectal cancer survivors using electronic health records. JAMIA Open 2021;4(3) View

Books/Policy Documents

  1. Kharrazi H, Gamache R, Weiner J. Public Health Informatics and Information Systems. View