Publications

• Social Determinants of Health in Mental Health Care and Research: A Case for Greater Inclusion [paper]
  Journal of American Medical Informatics Association (JAMIA), April 2019.

• Ascertaining depression severity by extracting patient health questionnaire-9 (PHQ-9) scores from clinical notes [paper]
  AMIA Conference Paper, December 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 [paper]
  Journal of Biomedical Informatics, September 2018.

• Using EHRs to characterize prescription patterns: focus on antidepressants in non-psychiatric outpatient settings [paper]
  JAMIA Open, August 2018.

• Understanding the research landscape of major depressive disorder via literature mining: an entity-level analysis of PubMed data from 1948-2017 [paper]
  JAMIA Open, April 2018.

• Risk Factors for depression among civilians after the 9/11 World Trade Center terrorist attacks: a systematic review and meta-analysis [paper]
  PLOS Currents Disasters, March 2018.

• Association of restless legs syndrome and mortality in end-stage renal disease: an analysis of the United States Renal Data System (USRDS) [paper]
  BMC Nephrology, July 2017.

• Cross-sectional examination of metabolites and metabolic phenotypes in uremia [paper]
  BMC Nephrology, July 2015.

• Prognosis of acute kidney injury and hepatorenal syndrome in patients with cirrhosis: a prospective cohort study [paper]
  International Journal of Nephrology, July 2015.

• Brief communication: The effects of parenteral amino acid therapy on protein carbamylation in maintenance hemodialysis patients [paper]
  Journal of Renal Nutrition, March 2015.

• Nutritional vitamin D supplementation in dialysis: A randomized trial [paper]
  Clinical Journal of the American Society of Nephrology, March 2015.

• A plasma long-chain acylcarnitine predicts cardiovascular mortality in incident dialysis patients [paper]
  Journal of the American Heart Association, December 2013.

• Carbamylation of serum albumin and erythropoietin resistance in end stage kidney disease [paper]
  Clinical Journal of the American Society of Nephrology, August 2013.

Presentations, Posters, and Abstracts

• Using electronic health records and machine learning to predict incident psychiatric hospitalization [abstract, website]
  Biological Psychiatry, Symposium, V87I9 Supplement, May 2020.

• Collecting individual level social determinants of health to inform patient-centered outcomes research in mental health [abstract, website]
  2019 Annual Symposium, American Medical Informatics Association, Washington DC.

• Mining sequential patterns of antidepressant drug changes from EHR data [website]
  2018 Annual Summit on Translational Bioinformatics, American Medical Informatics Association, San Francisco, CA.

• Matched pair network analysis of chronic condition predisposing to depression [website]
  2018 Annual Summit on Clinical Research Informatics, American Medical Informatics Association, San Francisco, CA.

• Using EHRs to characterize prescription patterns: focus on antidepressants in non-psychiatric outpatient settings [website, video, slides]
  2018 Mental Health Services Research, National Institutes of Mental Health, Rockville, MD.

• Methods for integrating EHRs, social determinants of health, and built environment data for patient-centered research [website, video, slides]
  2018 Annual Symposium, American Medical Informatics Association, San Francisco, CA.

• Assessing gender differences in mental health utilization of patients diagnosed with depression [website]
  2018 Annual Symposium, American Medical Informatics Association, San Francisco, CA.

• Improving risk prediction for depression via elastic net regression-results from Korean National Health Insurance Services data [website]
  2016 Annual Symposium, American Medical Informatics Association, Chicago, IL.

• Acute kidney injury and mortality in cirrhosis–is MELD score enough? [website]
  2014 Kidney Week, American Spciety of Nephrology, Philadelphia, PA.

• Predictors of circulating cathelicidin during acute infection in hemodialysis patients [website]
  2014 Kidney Week, American Spciety of Nephrology, Philadelphia, PA.

• Cross-sectional examination of metabolites and metabolic phenotypes in uremia [website]
  2014 Kidney Week, American Spciety of Nephrology, Philadelphia, PA.

• A plasma long-chain acylcarnitine predicts cardiovascular mortality in incident dialysis patients [website]
  2013 Kidney Week, American Spciety of Nephrology, Atlanta, GA.

• The effects of parenteral amino acid therapy on protein carbamylation in end-stage kidney disease [website]
  2013 Kidney Week, American Spciety of Nephrology, Atlanta, GA.

• The DIVINE trial: dialysis infection and vitamin d in New England [website]
  2013 Kidney Week, American Spciety of Nephrology, Atlanta, GA.

• Protein carbamylation, erythropoietin resistance, and mortality in end-stage kidney disease [website]
  2012 Kidney Week, American Spciety of Nephrology, San Diego, CA.