2023
Testing the Decision Support Tool for Responsible Pain Management for Headache and Facial Pain Diagnosis with Opioid-Risk-Stratified Treatment
St. Marie B, Perkhounkova Y, Gedney-Lose A, Jimmerson A, Porter B, Herr K, Nadkarni P. Testing the Decision Support Tool for Responsible Pain Management for Headache and Facial Pain Diagnosis with Opioid-Risk-Stratified Treatment. SN Comprehensive Clinical Medicine 2023, 5: 91. PMID: 36872955, PMCID: PMC9969375, DOI: 10.1007/s42399-023-01423-1.Peer-Reviewed Original ResearchFacial painPain managementHealthcare providersFacial pain diagnosisManagement of patientsOpioid use disorderTemporal arteritisClinical decision supportOpioid risksPain diagnosisUrgent careUse disordersClinical practiceHeadacheTreatment planPainLikert-type questionsClinical contentDiagnosisTreatmentMean ratingsAcceptability ratingsSemi-structured interviewsArteritisData entry
2019
Machine Learning in Relation to Emergency Medicine Clinical and Operational Scenarios: An Overview
Lee S, Mohr N, Street W, Nadkarni P. Machine Learning in Relation to Emergency Medicine Clinical and Operational Scenarios: An Overview. Western Journal Of Emergency Medicine 2019, 20: 219-227. PMID: 30881539, PMCID: PMC6404711, DOI: 10.5811/westjem.2019.1.41244.Peer-Reviewed Original ResearchConceptsNatural language processingHealth informaticsMachine-learning algorithmsHealth informatics toolsArtificial intelligenceMachine learningLanguage processingVital technologyInformaticsInformatics toolsEmergency careOperational scenariosEmergency medicineCurrent stateHealthcare providersClinical useHealthcare settingsIntelligencePractice changeMachineAlgorithmToolEM cliniciansPowerful toolProminent development