2025
Characterizing Emergency Department Care for Patients With Histories of Incarceration
Huang T, Socrates V, Ovchinnikova P, Faustino I, Kumar A, Safranek C, Chi L, Wang E, Puglisi L, Wong A, Wang K, Taylor R. Characterizing Emergency Department Care for Patients With Histories of Incarceration. Journal Of The American College Of Emergency Physicians Open 2025, 6: 100022. PMID: 40012663, PMCID: PMC11852703, DOI: 10.1016/j.acepjo.2024.100022.Peer-Reviewed Original ResearchCare processesHistory of incarcerationRestraint useEmergency departmentHealth care team membersMeasuring care processesCompare socio-demographic characteristicsCare team membersHealth care disparitiesEmergency department careHealth care systemSocio-demographic characteristicsUnique patient encountersMultivariate logistic regressionCare disparitiesHealth behaviorsED settingCare systemPatient encountersSubstance use historyMedical adviceLogistic regressionDemographic characteristicsTeam membersCare
2024
Identifying incarceration status in the electronic health record using large language models in emergency department settings
Huang T, Socrates V, Gilson A, Safranek C, Chi L, Wang E, Puglisi L, Brandt C, Taylor R, Wang K. Identifying incarceration status in the electronic health record using large language models in emergency department settings. Journal Of Clinical And Translational Science 2024, 8: e53. PMID: 38544748, PMCID: PMC10966832, DOI: 10.1017/cts.2024.496.Peer-Reviewed Original ResearchElectronic health recordsNatural language processingHealth recordsIncarceration statusSignificant social determinant of healthSocial determinants of healthClinic electronic health recordsEHR databasePopulation health initiativesDeterminants of healthMitigate health disparitiesRacial health inequitiesEmergency department settingICD-10 codesHealth inequalitiesNatural language processing modelsHealth disparitiesHealth initiativesDepartment settingEmergency departmentSystem interventionsICD-10Clinical notesStudy populationLanguage model
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