A Machine Learning Approach to Identifying the Thought Markers of Suicidal Subjects: A Prospective Multicenter Trial.
Pestian, JP; Sorter, M; Connolly, B; Cohen, KB; McCullumsmith, C; Gee, JT; Morency, L; Scherer, S; Rohlfs, L; Grp, ST M R.
Suicide and Life-Threatening Behavior.
2017;
47:112-121.
A Controlled Trial Using Natural Language Processing to Examine the Language of Suicidal Adolescents in the Emergency Department.
Pestian, JP; Grupp-Phelan, J; Cohen, KB; Meyers, G; Richey, LA; Matykiewicz, P; Sorter, MT.
Suicide and Life-Threatening Behavior.
2016;
46:154-159.
Methodological Issues in Predicting Pediatric Epilepsy Surgery Candidates Through Natural Language Processing and Machine Learning.
Cohen, KB; Glass, B; Greiner, HM; Holland-Bouley, K; Standridge, S; Arya, R; Faist, R; Morita, D; Mangano, F; Connolly, B; et al.
Biomedical Informatics Insights.
2016;
8:BII.S38308-BII.S38308.
Assessing the similarity of surface linguistic features related to epilepsy across pediatric hospitals.
Connolly, B; Matykiewicz, P; Cohen, KB; Standridge, SM; Glauser, TA; Dlugos, DJ; Koh, S; Tham, E; Pestian, J.
Journal of the American Medical Informatics Association.
2014;
21:866-870.
Sentiment Analysis of Suicide Notes: A Shared Task.
Pestian, JP; Matykiewicz, P; Linn-Gust, M; South, B; Uzuner, O; Wiebe, J; Cohen, KB; Hurdle, J; Brew, C.
Biomedical Informatics Insights.
2012;
5s1:BII.S9042-BII.S9042.
Nebulized Ipratropium Decreases Hospitalization Rate of Children with Severe Asthma • 389.
Qureshi, F; Pestian, J; Davis, P; Zaritsky, A.
Pediatric Research.
1998;
43:69-69.
A feasibility study using a machine learning suicide risk prediction model based on open-ended interview language in adolescent therapy sessions.
Cohen, J; Wright-Berryman, J; Rohlfs, L; Wright, D; Campbell, M; Gingrich, D; Santel, D; Pestian, J.
International journal of environmental research and public health.
2020;
17:8187-8187.
A Machine Learning Approach to Identifying Changes in Suicidal Language.
Pestian, J; Santel, D; Sorter, M; Bayram, U; Connolly, B; Glauser, T; DelBello, M; Tamang, S; Cohen, K.
Suicide and Life-Threatening Behavior.
2020;
50:939-947.
Identifying epilepsy psychiatric comorbidities with machine learning.
Glauser, T; Santel, D; DelBello, M; Faist, R; Toon, T; Clark, P; McCourt, R; Wissel, B; Pestian, J.
Acta Neurologica Scandinavica.
2020;
141:388-396.
Dynamic predictive probabilities to monitor rapid cystic fibrosis disease progression.
Szczesniak, RD; Su, W; Brokamp, C; Keogh, RH; Pestian, JP; Seid, M; Diggle, PJ; Clancy, JP.
Statistics in Medicine.
2020;
39:740-756.