April 2019
Social Determinants of Health in Mental Health Care and Research: A Case for Greater Inclusion
Journal of American Medical Informatics Association (JAMIA)
Research archive · 2012–2020
Research & publications
Published work in health informatics, mental health, and clinical research.
Publications
13 papers · 2013–2019
2019
2018
December 2018
Ascertaining depression severity by extracting patient health questionnaire-9 (PHQ-9) scores from clinical notes
AMIA Conference Paper
September 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
Journal of Biomedical Informatics
August 2018
Using EHRs to characterize prescription patterns: focus on antidepressants in non-psychiatric outpatient settings
JAMIA Open
April 2018
Understanding the research landscape of major depressive disorder via literature mining: an entity-level analysis of PubMed data from 1948-2017
JAMIA Open
March 2018
Risk Factors for depression among civilians after the 9/11 World Trade Center terrorist attacks: a systematic review and meta-analysis
PLOS Currents Disasters
2017
July 2017
Association of restless legs syndrome and mortality in end-stage renal disease: an analysis of the United States Renal Data System (USRDS)
BMC Nephrology
2015
July 2015
Cross-sectional examination of metabolites and metabolic phenotypes in uremia
BMC Nephrology
July 2015
Prognosis of acute kidney injury and hepatorenal syndrome in patients with cirrhosis: a prospective cohort study
International Journal of Nephrology
March 2015
Brief communication: The effects of parenteral amino acid therapy on protein carbamylation in maintenance hemodialysis patients
Journal of Renal Nutrition
March 2015
Nutritional vitamin D supplementation in dialysis: A randomized trial
Clinical Journal of the American Society of Nephrology
2013
December 2013
A plasma long-chain acylcarnitine predicts cardiovascular mortality in incident dialysis patients
Journal of the American Heart Association
August 2013
Carbamylation of serum albumin and erythropoietin resistance in end stage kidney disease
Clinical Journal of the American Society of Nephrology
Presentations & abstracts
Conference papers, posters, and talks · 2012–2020
2020
May 2020
Using electronic health records and machine learning to predict incident psychiatric hospitalization
Biological Psychiatry, Symposium, V87I9 Supplement
2019
2019
Collecting individual level social determinants of health to inform patient-centered outcomes research in mental health
2019 Annual Symposium, American Medical Informatics Association · Washington DC
2018
2018
Mining sequential patterns of antidepressant drug changes from EHR data
2018 Annual Summit on Translational Bioinformatics, American Medical Informatics Association · San Francisco, CA
2018
Matched pair network analysis of chronic condition predisposing to depression
2018 Annual Summit on Clinical Research Informatics, American Medical Informatics Association · San Francisco, CA
2018
Using EHRs to characterize prescription patterns: focus on antidepressants in non-psychiatric outpatient settings
2018 Mental Health Services Research, National Institutes of Mental Health · Rockville, MD
2018
Methods for integrating EHRs, social determinants of health, and built environment data for patient-centered research
2018 Annual Symposium, American Medical Informatics Association · San Francisco, CA
2018
Assessing gender differences in mental health utilization of patients diagnosed with depression
2018 Annual Symposium, American Medical Informatics Association · San Francisco, CA
2016
2016
Improving risk prediction for depression via elastic net regression-results from Korean National Health Insurance Services data
2016 Annual Symposium, American Medical Informatics Association · Chicago, IL
2014
2014
Acute kidney injury and mortality in cirrhosis–is MELD score enough?
2014 Kidney Week, American Society of Nephrology · Philadelphia, PA
2014
Predictors of circulating cathelicidin during acute infection in hemodialysis patients
2014 Kidney Week, American Society of Nephrology · Philadelphia, PA
2014
Cross-sectional examination of metabolites and metabolic phenotypes in uremia
2014 Kidney Week, American Society of Nephrology · Philadelphia, PA
2013
2013
A plasma long-chain acylcarnitine predicts cardiovascular mortality in incident dialysis patients
2013 Kidney Week, American Society of Nephrology · Atlanta, GA
2013
The effects of parenteral amino acid therapy on protein carbamylation in end-stage kidney disease
2013 Kidney Week, American Society of Nephrology · Atlanta, GA
2013
The DIVINE trial: dialysis infection and vitamin d in New England
2013 Kidney Week, American Society of Nephrology · Atlanta, GA
2012
2012
Protein carbamylation, erythropoietin resistance, and mortality in end-stage kidney disease
2012 Kidney Week, American Society of Nephrology · San Diego, CA