Pestian JP - Search Results

1

A Machine Learning Approach to Identifying the Thought Markers of Suicidal Subjects: A Prospective Multicenter Trial.

Pestian JP, Sorter M, Connolly B, Bretonnel Cohen K, McCullumsmith C, Gee JT, Morency LP, Scherer S, Rohlfs L; STM Research Group. Pestian JP, et al. Suicide Life Threat Behav. 2017 Feb;47(1):112-121. doi: 10.1111/sltb.12312. Epub 2016 Nov 3. Suicide Life Threat Behav. 2017. PMID: 27813129

2

A conversation with Edwin Shneidman.

Pestian J. Pestian J. Suicide Life Threat Behav. 2010 Oct;40(5):516-23. doi: 10.1521/suli.2010.40.5.516. Suicide Life Threat Behav. 2010. PMID: 21034214

3

Assessing the similarity of surface linguistic features related to epilepsy across pediatric hospitals.

Connolly B, Matykiewicz P, Bretonnel Cohen K, Standridge SM, Glauser TA, Dlugos DJ, Koh S, Tham E, Pestian J. Connolly B, et al. J Am Med Inform Assoc. 2014 Sep-Oct;21(5):866-70. doi: 10.1136/amiajnl-2013-002601. Epub 2014 Apr 1. J Am Med Inform Assoc. 2014. PMID: 24692393 Free PMC article.

4

A Controlled Trial Using Natural Language Processing to Examine the Language of Suicidal Adolescents in the Emergency Department.

Pestian JP, Grupp-Phelan J, Bretonnel Cohen K, Meyers G, Richey LA, Matykiewicz P, Sorter MT. Pestian JP, et al. Suicide Life Threat Behav. 2016 Apr;46(2):154-9. doi: 10.1111/sltb.12180. Epub 2015 Aug 7. Suicide Life Threat Behav. 2016. PMID: 26252868 Clinical Trial.

5

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, Glauser T, Pestian J. Cohen KB, et al. Biomed Inform Insights. 2016 May 22;8:11-8. doi: 10.4137/BII.S38308. eCollection 2016. Biomed Inform Insights. 2016. PMID: 27257386 Free PMC article.

6

A nonparametric Bayesian method of translating machine learning scores to probabilities in clinical decision support.

Connolly B, Cohen KB, Santel D, Bayram U, Pestian J. Connolly B, et al. BMC Bioinformatics. 2017 Aug 7;18(1):361. doi: 10.1186/s12859-017-1736-3. BMC Bioinformatics. 2017. PMID: 28784111 Free PMC article.

7

Implementation of Pharmacogenetics at Cincinnati Children's Hospital Medical Center: Lessons Learned Over 14 Years of Personalizing Medicine.

Ramsey LB, Prows CA, Zhang K, Saldaña SN, Sorter MT, Pestian JP, Wenstrup RJ, Vinks AA, Glauser TA. Ramsey LB, et al. Among authors: pestian jp. Clin Pharmacol Ther. 2019 Jan;105(1):49-52. doi: 10.1002/cpt.1165. Epub 2018 Jul 29. Clin Pharmacol Ther. 2019. PMID: 30058217 Free PMC article. Review. No abstract available.

8

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. Glauser T, et al. Acta Neurol Scand. 2020 May;141(5):388-396. doi: 10.1111/ane.13216. Epub 2020 Jan 22. Acta Neurol Scand. 2020. PMID: 31889296 Free PMC article.

9

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. Pestian J, et al. Suicide Life Threat Behav. 2020 Oct;50(5):939-947. doi: 10.1111/sltb.12642. Epub 2020 Jun 2. Suicide Life Threat Behav. 2020. PMID: 32484597

10

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. Cohen J, et al. Int J Environ Res Public Health. 2020 Nov 5;17(21):8187. doi: 10.3390/ijerph17218187. Int J Environ Res Public Health. 2020. PMID: 33167554 Free PMC article.

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