Digital Health Technologies for Remote Monitoring and Management of Inflammatory Bowel Disease: A Systematic Review
Nguyen N, Martinez I, Atreja A, Sitapati A, Sandborn W, Ohno-Machado L, Singh S. Digital Health Technologies for Remote Monitoring and Management of Inflammatory Bowel Disease: A Systematic Review. The American Journal Of Gastroenterology 2021, 117: 78-97. PMID: 34751673, PMCID: PMC8987011, DOI: 10.14309/ajg.0000000000001545.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsConceptsInflammatory bowel diseaseHealth care utilizationDigital health interventionsRisk of relapseCare utilizationTreatment adherenceHealth interventionsDigital health technologiesSystematic reviewDisease activityBowel diseaseHealth technologiesOverall disease activityDisease activity monitoringManagement of patientsCertainty of evidenceIBD disease activityStandard of careWeb-based interventionHealth care costsPopulation health managementValue-based careRecommendations AssessmentPatients' QoLClinical managementMachine Learning-based Prediction Models for Diagnosis and Prognosis in Inflammatory Bowel Diseases: A Systematic Review
Nguyen N, Picetti D, Dulai P, Jairath V, Sandborn W, Ohno-Machado L, Chen P, Singh S. Machine Learning-based Prediction Models for Diagnosis and Prognosis in Inflammatory Bowel Diseases: A Systematic Review. Journal Of Crohn's And Colitis 2021, 16: 398-413. PMID: 34492100, PMCID: PMC8919806, DOI: 10.1093/ecco-jcc/jjab155.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsConceptsInflammatory bowel diseaseBowel diseaseClinical dataHigh riskRisk predictionSystematic reviewAcute severe ulcerative colitisLongitudinal disease activitySevere ulcerative colitisAdverse clinical outcomesBias assessment toolRisk of biasAvailable clinical dataMachine learning-based prediction modelsPrediction model RiskDisease activityCohort studyUlcerative colitisClinical outcomesTreatment responseClinical applicabilityLearning-based prediction modelsExternal validationPatientsRisk