Ascertaining Depression Severity by Extracting Patient Health Questionnaire-9 (PHQ-9) Scores from Clinical Notes. - Prakash Adekkanattu; Evan Sholle; Joseph J. DeFerio; Jyotishman Pathak; Stephen B. Johnson; Thomas R. Campion Jr. (AMIA, 2018)

Methods for Integrating EHRs, Social Determinants of Health, and Built Environment Data for Patient-Centered Research. - Joseph J. DeFerio; Evan Sholle; Kathleen Lee; Jyotishman Pathak (AMIA, 2018)

Using EHRs to assess gender differences in the utilization of mental health services for patients diagnosed with major depression. - Cody M. Phelps; Trisha R. Sanghvi; Ningrui Zhang; Joseph J. DeFerio; Jyotishman Pathak (AMIA, 2018)

Association networks in a matched case-control design - Co-occurrence patterns of preexisting chronic medical conditions in patients with major depression versus their matched controls. - Min-hyung Kim; Samprit Banerjee; Yize Zhao; Fei Wang 001; Yiye Zhang; Yongjun Zhu; Joseph DeFerio; Lauren Evans; Sang Min Park; Jyotishman Pathak (J. Biomed. Informatics, 2018)

Collecting Individual-Level Social Determinants of Health to Inform Patient-Centered Outcomes Research in Mental Health. - Joseph J. DeFerio; Annie C. Myers; John M. Meddar; Judith Cukor; Jyotishman Pathak (AMIA, 2019)

Social determinants of health in mental health care and research: a case for greater inclusion. - Joseph J. DeFerio; Scott Breitinger; Dhruv Khullar; Amit P. Sheth; Jyotishman Pathak (J. Am. Medical Informatics Assoc., 2019)