2025
The Promise of Artificial Intelligence and Machine Learning in Geriatric Anesthesiology Education: An Idea Whose Time Has Come
Chu L, Kurup V. The Promise of Artificial Intelligence and Machine Learning in Geriatric Anesthesiology Education: An Idea Whose Time Has Come. Current Anesthesiology Reports 2025, 15: 15. DOI: 10.1007/s40140-024-00660-x.Peer-Reviewed Original ResearchMachine learningArtificial intelligenceIntegration of AIPotential of artificial intelligenceData-driven decision-makingAnesthesia educationEra of digital transformationPersonalized learning experienceAI capabilitiesPrecision learningHuman expertiseAI integrationCollaborative environmentAdaptive learning moduleAI simulationReal-time feedbackContinuing professional developmentLearning moduleDigital transformationProfessional developmentLearning experienceLearningEducationEnhance proficiencyIntelligence
2021
Integrating digital pathology into clinical practice
Hanna M, Ardon O, Reuter V, Sirintrapun S, England C, Klimstra D, Hameed M. Integrating digital pathology into clinical practice. Modern Pathology 2021, 35: 152-164. PMID: 34599281, DOI: 10.1038/s41379-021-00929-0.Peer-Reviewed Original ResearchConceptsWhole slide imagesSlide imagesDigital pathology systemDigital pathologyMedical domainMachine learningDigital filesPathology systemDigital transformationDisruptive technologiesPathology departmentFramework componentsClinical practiceDigital slidesImagesTechnologyDiagnostic evaluationResearch initiativesPathological characterizationSystemFilesMachineInnovative technologies
2018
The digital transformation of medicine can revitalize the patient-clinician relationship
Warraich HJ, Califf RM, Krumholz HM. The digital transformation of medicine can revitalize the patient-clinician relationship. Npj Digital Medicine 2018, 1: 49. PMID: 31304328, PMCID: PMC6550259, DOI: 10.1038/s41746-018-0060-2.Peer-Reviewed Original ResearchDigital transformationPatient-clinician relationshipData securityElectronic health recordsAnalytics technologiesSpeech recognitionComputer technologyInformation technologyMundane tasksHealth recordsHealthcare technologiesMajority of patientsDelivery of healthcareClinical care teamDigital phenotypingLives of patientsTechnologyPrior iterationsCare teamHealthcarePatientsNew analytic technologiesHealth professionalsMedical careClinicians
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