2021
Challenges of developing artificial intelligence‐assisted tools for clinical medicine
Shung DL, Sung JJY. Challenges of developing artificial intelligence‐assisted tools for clinical medicine. Journal Of Gastroenterology And Hepatology 2021, 36: 295-298. PMID: 33624889, DOI: 10.1111/jgh.15378.Peer-Reviewed Original ResearchConceptsArtificial intelligenceAI toolsClinical decision supportMachine learningData managementMassive amountsDecision supportVibrant ecosystemClinical careComputational toolsRight timeMultiple sourcesQuality of careOperational levelRisk stratificationManometric testingRadiologic imagingClinical managementRight patientRight amountClinical practiceToolCare deliveryVisual findingsAreas of medicine
2020
Machine Learning Prognostic Models for Gastrointestinal Bleeding Using Electronic Health Record Data.
Shung D, Laine L. Machine Learning Prognostic Models for Gastrointestinal Bleeding Using Electronic Health Record Data. The American Journal Of Gastroenterology 2020, 115: 1199-1200. PMID: 32530828, PMCID: PMC7415736, DOI: 10.14309/ajg.0000000000000720.Commentaries, Editorials and LettersConceptsRisk assessment toolGastrointestinal bleedingIntensive care unit patientsClinical risk assessment toolCare unit patientsElectronic health record dataHealth record dataLevel of careAssessment toolElectronic health recordsAPACHE IVaHospital mortalityHospital courseUnit patientsPrognostic toolClinical practicePrognostic modelHealth recordsRecord dataBleedingExternal validationPatientsLack of generalizabilityMortalityCare