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Emory Rollins School of Public Health
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Mary  Kelley

Professor

Research Professor

Faculty, Biostatistics and Bioinformatics

Dr. Kelley has worked with the Emory Psychiatry department studying the biological predictors (imaging, genetics, immune) of treatment response in depression. She is well-versed in the challenges of research involving complex behavioral assessments and evaluation of interventions in behaviorally disordered patients, and has an extensive background in statistical analysis relevant to studies of human behavior including clinical trials of psychopharmacological therapies, scale/survey development and evaluation, and imaging applications in psychiatric research. In addition to the studies in depression treatment, she is currently involved in a study of the effects of substance use and early life events in first episode schizophrenia patients, as well as a trial of a new outpatient treatment for the severely mentally ill (SMI) with this diagnosis.  Dr. Kelley also has extensive experience in health services research having worked for at the Center for Health Equity and Research Promotion (CHERP - VA Pittsburgh) for 6 years. At that time, she was involved in a number of studies on subjects with CHD including assessment of treatment practices, the effects of alcohol use, and predictive risk models for cardiovascular outcomes. She most recently has re-entered health services research as the Director of Biostatistics for the Division of Informatics and Health Services Research in the Department of Anesthesiology, School of Medicine.  These studies are currently focused on predictive models for short term mortality in ICU patients, using high fidelity minute to minute data from TeleICU. Her methodology work evolves from her extensive experience with categorical (primarily ordinal) data, and is focused on the issues of non-response evident in many behavioral scales that result in “zero inflation”, use of ordinal data in the development of latent constructs, and assessment of longitudinal response. 

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Contact Information

Rollins School of Public Health , 1518 Clifton Road NE

Atlanta , GA 30322

Phone: (404) 712-0804

Fax: (404) 727-1370

Email: mekelle@emory.edu

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Areas of Interest

  • Imaging
  • Mental Health
  • Statistical Modeling

Education

  • Ph.D. 2003, University of Pittsburgh Grad Sch of Public Health
  • M.S. 1995, University of Pittsburgh, Grad Sch of Public Health
  • B.S. 1988, University of Pittsburgh

Courses Taught

  • BIOS 726: Applied Multivariate Analysis
  • BIOS 732: Advanced Numerical Methods

Affiliations & Activities

Statistical Editor, JAMA Psychiatry

Publications and Social Media