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
Miranda O, Fan P, Qi X, Wang H, Brannock M, Kosten T, Ryan N, Kirisci L, Wang L. 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. Journal Of Personalized Medicine 2024, 14: 94. PMID: 38248795, PMCID: PMC10817272, DOI: 10.3390/jpm14010094.Peer-Reviewed Original ResearchPost-traumatic stress disorderPost-traumatic stress disorder patientsSocial determinants of healthDeterminants of healthMultiple social determinants of healthSubstance use disorder riskSubstance use disordersMultiple social determinantsPredictive of alcoholMedical CenterElectronic medical recordsStress disorderDisorder patientsAverage C-statisticSDoH informationMental disordersSocial determinantsHigh-risk eventsDisorder riskASUDUniversity of Pittsburgh Medical CenterIndicator of increased riskEMR dataZip codesMedication use