Balancing act: the complex role of artificial intelligence in addressing burnout and healthcare workforce dynamics
Pavuluri S, Sangal R, Sather J, Taylor R. Balancing act: the complex role of artificial intelligence in addressing burnout and healthcare workforce dynamics. BMJ Health & Care Informatics Online 2024, 31: e101120. PMID: 39181545, PMCID: PMC11344516, DOI: 10.1136/bmjhci-2024-101120.Peer-Reviewed Original ResearchConceptsQuality of patient careSustainability of health systemsComplexity of medical informationArtificial intelligenceWorkforce attritionHealth systemClinical skillsPatient careSense of purposeHealthcare workersHealthcareMedical informationWorkforce dynamicsMedical practiceProfessional attributesDigital scribeData management systemCognitive burdenBurnoutAdvanced data management systemsAI technologyAI potentialAutomated billingSignificant riskCaregiversUsing an artificial intelligence software improves emergency medicine physician intracranial haemorrhage detection to radiologist levels
Warman P, Warman A, Warman R, Degnan A, Blickman J, Smith D, McHale P, Coburn Z, McCormick S, Chowdhary V, Dash D, Sangal R, Vadhan J, Bueso T, Windisch T, Neves G. Using an artificial intelligence software improves emergency medicine physician intracranial haemorrhage detection to radiologist levels. Emergency Medicine Journal 2024, 41: 298-303. PMID: 38233106, DOI: 10.1136/emermed-2023-213158.Peer-Reviewed Original ResearchCranial CT scanEmergency physiciansIntracranial haemorrhageBoard-certified emergency physiciansCT scanYears of practice experienceNon-contrast cranial CT scansED physiciansClinical careImaging ReportingEP cohortArtificial intelligenceReader accuracyNon-contrastPatient outcomesRadiologistsRandom orderPhysiciansPatientsCohort