Implementation of Pharmacogenetics at Cincinnati Children's Hospital Medical Center: Lessons Learned Over 14 Years of Personalizing Medicine
Ramsey, Laura B, Prows, Cynthia A, Zhang, Kejian, Saldaña, Shannon N, Sorter, Michael T, Pestian, John P, Wenstrup, Richard J, Vinks, Alexander A, Glauser, Tracy A
Published in Clinical pharmacology and therapeutics (01.01.2019)
Published in Clinical pharmacology and therapeutics (01.01.2019)
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Journal Article
A Machine Learning Approach to Identifying the Thought Markers of Suicidal Subjects: A Prospective Multicenter Trial
Pestian, John P, Sorter, Michael, Connolly, Brian, Bretonnel Cohen, Kevin, McCullumsmith, Cheryl, Gee, Jeffry T, Morency, Louis-Philippe, Scherer, Stefan, Rohlfs, Lesley
Published in Suicide & life-threatening behavior (01.02.2017)
Published in Suicide & life-threatening behavior (01.02.2017)
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Journal Article
Evaluating the state of the art in coreference resolution for electronic medical records
Uzuner, Ozlem, Bodnari, Andreea, Shen, Shuying, Forbush, Tyler, Pestian, John, South, Brett R
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2012)
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2012)
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Journal Article
Early Identification of Candidates for Epilepsy Surgery: A Multicenter, Machine Learning, Prospective Validation Study
Wissel, Benjamin D, Greiner, Hansel M, Glauser, Tracy A, Pestian, John P, Ficker, David M, Cavitt, Jennifer L, Estofan, Leonel, Holland-Bouley, Katherine D, Mangano, Francesco T, Szczesniak, Rhonda D, Dexheimer, Judith W
Published in Neurology (01.02.2024)
Published in Neurology (01.02.2024)
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Journal Article
Prospective validation of a machine learning model that uses provider notes to identify candidates for resective epilepsy surgery
Wissel, Benjamin D., Greiner, Hansel M., Glauser, Tracy A., Holland‐Bouley, Katherine D., Mangano, Francesco T., Santel, Daniel, Faist, Robert, Zhang, Nanhua, Pestian, John P., Szczesniak, Rhonda D., Dexheimer, Judith W.
Published in Epilepsia (Copenhagen) (01.01.2020)
Published in Epilepsia (Copenhagen) (01.01.2020)
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Journal Article
Automated, machine learning–based alerts increase epilepsy surgery referrals: A randomized controlled trial
Wissel, Benjamin D., Greiner, Hansel M., Glauser, Tracy A., Mangano, Francesco T., Holland‐Bouley, Katherine D., Zhang, Nanhua, Szczesniak, Rhonda D., Santel, Daniel, Pestian, John P., Dexheimer, Judith W.
Published in Epilepsia (Copenhagen) (01.07.2023)
Published in Epilepsia (Copenhagen) (01.07.2023)
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Journal Article
Investigation of bias in an epilepsy machine learning algorithm trained on physician notes
Wissel, Benjamin D., Greiner, Hansel M., Glauser, Tracy A., Mangano, Francesco T., Santel, Daniel, Pestian, John P., Szczesniak, Rhonda D., Dexheimer, Judith W.
Published in Epilepsia (Copenhagen) (01.09.2019)
Published in Epilepsia (Copenhagen) (01.09.2019)
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Journal Article
A Controlled Trial Using Natural Language Processing to Examine the Language of Suicidal Adolescents in the Emergency Department
Pestian, John P, Grupp-Phelan, Jacqueline, Bretonnel Cohen, Kevin, Meyers, Gabriel, Richey, Linda A, Matykiewicz, Pawel, Sorter, Michael T
Published in Suicide & life-threatening behavior (01.04.2016)
Published in Suicide & life-threatening behavior (01.04.2016)
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Journal Article
Using iterative random forest to find geospatial environmental and Sociodemographic predictors of suicide attempts
Pavicic, Mirko, Walker, Angelica M, Sullivan, Kyle A, Lagergren, John, Cliff, Ashley, Romero, Jonathon, Streich, Jared, Garvin, Michael R, Pestian, John, McMahon, Benjamin, Oslin, David W, Beckham, Jean C, Kimbrel, Nathan A, Jacobson, Daniel A
Published in Frontiers in psychiatry (01.08.2023)
Published in Frontiers in psychiatry (01.08.2023)
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Journal Article
Early identification of epilepsy surgery candidates: A multicenter, machine learning study
Wissel, Benjamin D., Greiner, Hansel M., Glauser, Tracy A., Pestian, John P., Kemme, Andrew J., Santel, Daniel, Ficker, David M., Mangano, Francesco T., Szczesniak, Rhonda D., Dexheimer, Judith W.
Published in Acta neurologica Scandinavica (01.07.2021)
Published in Acta neurologica Scandinavica (01.07.2021)
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Journal Article
Gaps and opportunities in refractory status epilepticus research in children: A multi-center approach by the Pediatric Status Epilepticus Research Group (pSERG)
Sánchez Fernández, Iván, Abend, Nicholas S, Agadi, Satish, An, Sookee, Arya, Ravindra, Carpenter, Jessica L, Chapman, Kevin E, Gaillard, William D, Glauser, Tracy A, Goldstein, David B, Goldstein, Joshua L, Goodkin, Howard P, Hahn, Cecil D, Heinzen, Erin L, Mikati, Mohamad A, Peariso, Katrina, Pestian, John P, Ream, Margie, Riviello, James J, Tasker, Robert C, Williams, Korwyn, Loddenkemper, Tobias
Published in Seizure (London, England) (01.02.2014)
Published in Seizure (London, England) (01.02.2014)
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Journal Article
Analyses of GWAS signal using GRIN identify additional genes contributing to suicidal behavior
Sullivan, Kyle A., Lane, Matthew, Cashman, Mikaela, Miller, J. Izaak, Pavicic, Mirko, Walker, Angelica M., Cliff, Ashley, Romero, Jonathon, Qin, Xuejun, Mullins, Niamh, Docherty, Anna, Coon, Hilary, Ruderfer, Douglas M., Garvin, Michael R., Pestian, John P., Ashley-Koch, Allison E., Beckham, Jean C., McMahon, Benjamin, Oslin, David W., Kimbrel, Nathan A., Jacobson, Daniel A., Kainer, David
Published in Communications biology (21.10.2024)
Published in Communications biology (21.10.2024)
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Journal Article
Suicide Note Classification Using Natural Language Processing: A Content Analysis
Pestian, John, Nasrallah, Henry, Matykiewicz, Pawel, Bennett, Aurora, Leenaars, Antoon
Published in Biomedical informatics insights (01.01.2010)
Published in Biomedical informatics insights (01.01.2010)
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Journal Article
Toward Suicidal Ideation Detection with Lexical Network Features and Machine Learning
Bayram, Ulya, Lee, William, Santel, Daniel, Minai, Ali, Clark, Peggy, Glauser, Tracy, Pestian, John
Published in Northeast journal of complex systems (01.04.2022)
Published in Northeast journal of complex systems (01.04.2022)
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Journal Article
Sentiment Analysis of Suicide Notes: A Shared Task
Pestian, John P., Matykiewicz, Pawel, Linn-Gust, Michelle, South, Brett, Uzuner, Ozlem, Wiebe, Jan, Cohen, K. Bretonnel, Hurdle, John, Brew, Christopher
Published in Biomedical Informatics Insights (01.01.2012)
Published in Biomedical Informatics Insights (01.01.2012)
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Journal Article
Improving Detection of Rapid Cystic Fibrosis Disease Progression-Early Translation of a Predictive Algorithm Into a Point-of-Care Tool
Szczesniak, Rhonda D., Brokamp, Cole, Su, Weiji, Mcphail, Gary L., Pestian, John, Clancy, John P.
Published in IEEE journal of translational engineering in health and medicine (01.01.2019)
Published in IEEE journal of translational engineering in health and medicine (01.01.2019)
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Journal Article