2023
Natural Language Processing — A Surveillance Stepping Stone to Identify Child Abuse
Shum M, Hsiao A, Teng W, Asnes A, Amrhein J, Tiyyagura G. Natural Language Processing — A Surveillance Stepping Stone to Identify Child Abuse. Academic Pediatrics 2023, 24: 92-96. PMID: 37652162, PMCID: PMC10840716, DOI: 10.1016/j.acap.2023.08.015.Peer-Reviewed Original ResearchMeSH KeywordsAlgorithmsChildChild AbuseDecision Support Systems, ClinicalElectronic Health RecordsEmergency Service, HospitalHumansNatural Language ProcessingConceptsClinical guidelinesClinical decision support toolSignificant demographic differencesED providersProvider notesInsurance statusGeneral EDsClinical careAbuse evaluationsED typeChild protective servicesChild abuseInjuryAppropriate evaluationChild physical abuseNLP algorithmDemographic differencesPhysical abuseAdherenceDemographic variablesProtective servicesNatural language processing algorithmAbuse
2021
An Integrated Approach to Deploy Panel-Based Pharmacogenetic Testing and Clinical Decision Support.
Pulk RA, Hsiao AL, Murray MF, Stump L, Schulz WL. An Integrated Approach to Deploy Panel-Based Pharmacogenetic Testing and Clinical Decision Support. The Journal Of Applied Laboratory Medicine 2021, 6: 1094-1096. PMID: 34125206, DOI: 10.1093/jalm/jfab043.Peer-Reviewed Original Research
2017
Design and implementation of decision support for tobacco dependence treatment in an inpatient electronic medical record: a randomized trial
Bernstein SL, Rosner J, DeWitt M, Tetrault J, Hsiao AL, Dziura J, Sussman S, O'Connor P, Toll B. Design and implementation of decision support for tobacco dependence treatment in an inpatient electronic medical record: a randomized trial. Translational Behavioral Medicine 2017, 7: 185-195. PMID: 28194729, PMCID: PMC5526813, DOI: 10.1007/s13142-017-0470-8.Peer-Reviewed Original ResearchMeSH KeywordsDecision Support Systems, ClinicalElectronic Health RecordsHospitalizationHumansInpatientsPhysiciansSmokersSmokingSmoking CessationTreatment OutcomeUser-Computer InterfaceConceptsPatient's primary care providerTobacco dependence treatmentTobacco treatment medicationsElectronic health recordsPrimary care providersState Smokers' QuitlineTobacco use disorderDependence treatmentTreatment medicationsIntervention physiciansProblem listUse disordersOrder setsState tobacco quitlineCluster-randomized trialLong-term cessationElectronic medical recordsInpatient electronic medical recordPatient's problem listSmokers resultsAdult patientsHospital dischargeHospitalized smokersElectronic alertsTobacco treatment