Enhancing post-traumatic stress disorder patient assessment: leveraging natural language processing for research of domain criteria identification using electronic medical records

Autor: Oshin Miranda, Sophie Marie Kiehl, Xiguang Qi, M. Daniel Brannock, Thomas Kosten, Neal David Ryan, Levent Kirisci, Yanshan Wang, LiRong Wang

Publikováno v: BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-14 (2024)

Abstract Background Extracting research of domain criteria (RDoC) from high-risk populations like those with post-traumatic stress disorder (PTSD) is crucial for positive mental health improvements and policy enhancements. The intricacies of collecti

Externí odkaz: https://doaj.org/article/23c2bc3c7d894de7b84d5178bce882f7

DeepBiomarker2: Prediction of alcohol and substance use disorder risk in post-traumatic stress disorder patients using electronic medical records and multiple social determinants of health

Autor: Oshin Miranda, Peihao Fan, Xiguang Qi, Haohan Wang, M Daniel Brannock, Thomas Kosten, Neal David Ryan, Levent Kirisci, LiRong Wang

Introduction: Prediction of high-risk events amongst patients with mental disorders is critical for personalized interventions. In our previous study, we developed a deep learning-based model, DeepBiomarker by utilizing electronic medical records (EM

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::80c5ddfcced8bd1ae14cfc0b2e8aff28
https://doi.org/10.21203/rs.3.rs-2949487/v1

Deepbiomarker2: Prediction of Alcohol and Substance Use Disorder Risk in Post-Traumatic Stress Disorder Patients Using Electronic Medical Records and Multiple Social Determinants of Health Parameters

Autor: Oshin Miranda, Peihao Fan, Xiguang Qi, Haohan Wang, M. Daniel Brannock, Thomas R. Kosten, Neal David Ryan, Levent Kirisci, LiRong Wang

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d1f6cc43b727fed60293b2c8451b1c9f
https://doi.org/10.2139/ssrn.4397816

Tunneling in H loss from energy selected ethanol ions

Autor: Bálint Sztáray, Andras Bodi, Tomas Baer, M. Daniel Brannock

Publikováno v: Physical Chemistry Chemical Physics. 14:16047

The H/D loss and CH(3)/CD(3) loss reactions from energy selected ethanol isotopologue ions C(2)H(5)OH(+), C(2)D(5)OD(+), CD(3)CH(2)OH(+), and CH(3)CD(2)OH(+) have been studied by imaging threshold photoelectron photoion coincidence (iPEPICO) spectros

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1ff9ec136850b0da1470f5b0240c9878
https://doi.org/10.1039/c2cp43255b

Risk of post-acute sequelae of SARS-CoV-2 infection associated with pre-coronavirus disease obstructive sleep apnea diagnoses: an electronic health record-based analysis from the RECOVER initiative.

Autor: L Mandel H; Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA., Colleen G; Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA., Abedian S; Information Technologies and Services Department, Weill Cornell Medicine, New York, NY, USA., Ammar N; Department of Pediatrics, University of Tennessee Health Science Center College of Medicine Memphis, Memphis, TN, USA., Charles Bailey L; Applied Clinical Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA, USA., Bennett TD; Department of Pediatrics, Children's Hospital Colorado, Aurora, CO, USA., Daniel Brannock M; Center for Data Science and AI, RTI International, Durham, NC, USA., Brosnahan SB; Division of Pulmonary, Department of Medicine, Critical Care and Sleep Medicine, NYU Langone Health, New York, NY, USA¸., Chen Y; Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA., Chute CG; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA., Divers J; Department of Foundations of Medicine, New York University Long Island School of Medicine, Mineola, NY, USA., Evans MD; Clinical and Translational Science Institute, University of Minnesota, Minneapolis, MN, USA., Haendel M; Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA., Hall MA; Department of Biomedical Informatics, Stony Brook University, Stony Brook, NY, USA., Hirabayashi K; Applied Clinical Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA, USA., Hornig M; Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA., Katz SD; Leon H. Charney Division of Cardiology, Department of Medicine, NYU Langone Health, New York, NY, USA., Krieger AC; Departments of Medicine, Neurology, and Genetic Medicine, Weill Cornell Medical College, New York, NY, USA., Loomba J; Integrated Translational Health Research Institute, University of Virginia, Charlottesville, VA, USA., Lorman V; Applied Clinical Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA, USA., Mazzotti DR; Division of Pulmonary Critical Care and Sleep Medicine, Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS, USA., McMurry J; Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA., Moffitt RA; Department of Biomedical Informatics, Stony Brook University, Stony Brook, NY, USA., Pajor NM; Division of Pulmonary Medicine Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, OH, USA., Pfaff E; Department of Medicine, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA., Radwell J; Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA., Razzaghi H; Applied Clinical Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA, USA., Redline S; Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA., Seibert E; Rose International, Los Angeles, CA, USA., Sekar A, Sharma S; Integrated Translational Health Research Institute, University of Virginia, Charlottesville, VA, USA., Thaweethai T; Biostatistics Center, Massachusetts General Hospital, Boston, MA, USA.; Department of Medicine, Harvard Medical School, Boston, MA, USA., Weiner MG; Department of Medicine, Weill Cornell Medical College, New York, NY, USA., Jae Yoo Y; Department of Biomedical Informatics, Stony Brook University, Stony Brook, NY, USA., Zhou A; Integrated Translational Health Research Institute, University of Virginia, Charlottesville, VA, USA., Thorpe LE; Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA.

Publikováno v: Sleep [Sleep] 2023 Sep 08; Vol. 46 (9).