John P Pestian, PhD, MBA

Bachelor's Degree: St. Francis College 1981

Master's Degree : University of Steubenville 1987

Doctoral Degree: Virginia Commonwealth University 1994

Peer Reviewed Publications

Pestian JP, Sorter M, Connolly B, Bretonnel Cohen K, McCullumsmith C, Gee JT, Morency LP, Scherer S, Rohlfs L; STM Research Group..  (2016). A Machine Learning Approach to Identifying the Thought Markers of Suicidal Subjects: A Prospective Multicenter Trial. . Suicide Life Threat Behav.More Information

Cohen KB, Glass B, Greiner HM, Holland-Bouley K, Standridge S, Arya R, Faist R, Morita D, Mangano F, Connolly B, Glauser T, Pestian J.  (2016). Methodological Issues in Predicting Pediatric Epilepsy Surgery Candidates Through Natural Language Processing and Machine Learning. Biomed Inform Insights, 8, 11More Information

Pestian JP, Grupp-Phelan J, Bretonnel Cohen K, Meyers G, Richey LA, Matykiewicz P, Sorter MT.  (2016). A Controlled Trial Using Natural Language Processing to Examine the Language of Suicidal Adolescents in the Emergency Department. Suicide Life Threat Behav., 46 (2) , 154More Information

Connolly B, Matykiewicz P, Bretonnel Cohen K, Standridge SM, Glauser TA, Dlugos DJ, Koh S, Tham E, Pestian J.  (2014). Assessing the similarity of surface linguistic features related to epilepsy across pediatric hospitals. J Am Med Inform Assoc., 21 (5) , 866More Information

Qureshi F, Pestian J, Davis P, Zaritsky A.  (1998). Effect of nebulized ipratropium on the hospitalization rates of children with asthma. N Engl J Med., 339 (15) , 1030

Pestian JP, Matykiewicz P, Linn-Gust M, South B, Uzuner O, Wiebe J, Cohen KB, Hurdle J, Brew C.  (2012). Sentiment Analysis of Suicide Notes: A Shared Task. Biomed Inform Insights., 5 (Suppl 1) , 3

Academic - Cincinnati Children's Hospital Medical Center
Cincinnati  Ohio, 45229
Phone: 513-636-2056
john.pestian@cchmc.org