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

Clinical pharmacology and therapeutics, 2019-01, Vol.105 (1), p.49-52

2019

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

Suicide & life-threatening behavior, 2017-02, Vol.47 (1), p.112-121

2017

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Evaluating the state of the art in coreference resolution for electronic medical records

Journal of the American Medical Informatics Association : JAMIA, 2012-09, Vol.19 (5), p.786-791

2012

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Early Identification of Candidates for Epilepsy Surgery: A Multicenter, Machine Learning, Prospective Validation Study

Neurology, 2024-02, Vol.102 (4), p.e208048

2024

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Prospective validation of a machine learning model that uses provider notes to identify candidates for resective epilepsy surgery

Epilepsia (Copenhagen), 2020-01, Vol.61 (1), p.39-48

2020

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Automated, machine learning–based alerts increase epilepsy surgery referrals: A randomized controlled trial

Epilepsia (Copenhagen), 2023-07, Vol.64 (7), p.1791-1799

2023

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Dynamic predictive probabilities to monitor rapid cystic fibrosis disease progression

Statistics in medicine, 2020-03, Vol.39 (6), p.740-756

2020

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Developmental Epidemiology of Pediatric Anxiety Disorders

Child and adolescent psychiatric clinics of North America, 2023-07, Vol.32 (3), p.511-530

2023

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Investigation of bias in an epilepsy machine learning algorithm trained on physician notes

Epilepsia (Copenhagen), 2019-09, Vol.60 (9), p.e93-e98

2019

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Using iterative random forest to find geospatial environmental and Sociodemographic predictors of suicide attempts

Frontiers in psychiatry, 2023-08, Vol.14, p.1178633

2023

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

Suicide & life-threatening behavior, 2016-04, Vol.46 (2), p.154-159

2016

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Early identification of epilepsy surgery candidates: A multicenter, machine learning study

Acta neurologica Scandinavica, 2021-07, Vol.144 (1), p.41-50

2021

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

BMC bioinformatics, 2017-08, Vol.18 (1), p.361-361, Article 361

2017

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Analyses of GWAS signal using GRIN identify additional genes contributing to suicidal behavior

Communications biology, 2024-10, Vol.7 (1), p.1360-16, Article 1360

2024

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Gaps and opportunities in refractory status epilepticus research in children: A multi-center approach by the Pediatric Status Epilepticus Research Group (pSERG)

Seizure (London, England), 2014-02, Vol.23 (2), p.87-97

2014

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Implementation of Machine Learning Pipelines for Clinical Practice: Development and Validation Study

JMIR medical informatics, 2022-12, Vol.10 (12), p.e37833-e37833

2022

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Suicide Note Classification Using Natural Language Processing: A Content Analysis

Biomedical informatics insights, 2010-01, Vol.2010 (3), p.19-28

2010

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Sentiment Analysis of Suicide Notes: A Shared Task

Biomedical Informatics Insights, 2012-01, Vol.2012 (Suppl. 1), p.3-16

2012

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Toward Suicidal Ideation Detection with Lexical Network Features and Machine Learning

Northeast journal of complex systems, 2022-04, Vol.4 (1)

2022

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Cystic Fibrosis Point of Personalized Detection (CFPOPD): An Interactive Web Application

JMIR medical informatics, 2020-12, Vol.8 (12), p.e23530-e23530

2020

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Improving Detection of Rapid Cystic Fibrosis Disease Progression-Early Translation of a Predictive Algorithm Into a Point-of-Care Tool

IEEE journal of translational engineering in health and medicine, 2019-01, Vol.7, p.1-8

2019

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Methodological Issues in Predicting Pediatric Epilepsy Surgery Candidates Through Natural Language Processing and Machine Learning

Biomedical informatics insights, 2016-01, Vol.2016 (8), p.11-18

2016

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Putting the Pieces Together: Preliminary Efficacy of a Web-Based Family Intervention for Children with Traumatic Brain Injury

Journal of pediatric psychology, 2005-07, Vol.30 (5), p.437-442

2005

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Detection and visualization of compositionally similar cis-regulatory element clusters in orthologous and coordinately controlled genes

Genome research, 2002-09, Vol.12 (9), p.1408-1417

2002

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Computational Semantics in Clinical Text Supplement

Biomedical Informatics Insights, 2013-01, Vol.2013 (Suppl. 1), p.1-2

Pestian, John P.

2013

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

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

Evaluating the state of the art in coreference resolution for electronic medical records

Early Identification of Candidates for Epilepsy Surgery: A Multicenter, Machine Learning, Prospective Validation Study

Prospective validation of a machine learning model that uses provider notes to identify candidates for resective epilepsy surgery

Automated, machine learning–based alerts increase epilepsy surgery referrals: A randomized controlled trial

Dynamic predictive probabilities to monitor rapid cystic fibrosis disease progression

Developmental Epidemiology of Pediatric Anxiety Disorders

Investigation of bias in an epilepsy machine learning algorithm trained on physician notes

Using iterative random forest to find geospatial environmental and Sociodemographic predictors of suicide attempts

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

Early identification of epilepsy surgery candidates: A multicenter, machine learning study

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

Analyses of GWAS signal using GRIN identify additional genes contributing to suicidal behavior

Gaps and opportunities in refractory status epilepticus research in children: A multi-center approach by the Pediatric Status Epilepticus Research Group (pSERG)

Implementation of Machine Learning Pipelines for Clinical Practice: Development and Validation Study

Suicide Note Classification Using Natural Language Processing: A Content Analysis

Sentiment Analysis of Suicide Notes: A Shared Task

Toward Suicidal Ideation Detection with Lexical Network Features and Machine Learning

Cystic Fibrosis Point of Personalized Detection (CFPOPD): An Interactive Web Application

Improving Detection of Rapid Cystic Fibrosis Disease Progression-Early Translation of a Predictive Algorithm Into a Point-of-Care Tool

Methodological Issues in Predicting Pediatric Epilepsy Surgery Candidates Through Natural Language Processing and Machine Learning

Putting the Pieces Together: Preliminary Efficacy of a Web-Based Family Intervention for Children with Traumatic Brain Injury

Detection and visualization of compositionally similar cis-regulatory element clusters in orthologous and coordinately controlled genes

Computational Semantics in Clinical Text Supplement

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