2023
Achieving Value by Risk Stratification With Machine Learning Model or Clinical Risk Score in Acute Upper Gastrointestinal Bleeding: A Cost Minimization Analysis
Shung D, Lin J, Laine L. Achieving Value by Risk Stratification With Machine Learning Model or Clinical Risk Score in Acute Upper Gastrointestinal Bleeding: A Cost Minimization Analysis. The American Journal Of Gastroenterology 2023, 119: 371-373. PMID: 37753930, PMCID: PMC10872988, DOI: 10.14309/ajg.0000000000002520.Peer-Reviewed Original ResearchUpper gastrointestinal bleedingCost-minimization analysisGastrointestinal bleedingUsual careTriage strategiesAcute upper gastrointestinal bleedingClinical risk scoreLow-risk patientsHealthcare payer perspectiveMinimization analysisRisk assessment toolRisk stratificationEmergency departmentPayer perspectiveRisk scoreBleedingAssessment toolCareRisk assessment modelMachine-learning strategiesPatientsCumulative savings
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
2008
Evaluating the process of care in nonvariceal upper gastrointestinal haemorrhage: a survey of expert vs. non‐expert gastroenterologists
ESRAILIAN E, GRALNEK IM, JENSEN D, LAINE L, DULAI GS, EISEN G, SPIEGEL BM. Evaluating the process of care in nonvariceal upper gastrointestinal haemorrhage: a survey of expert vs. non‐expert gastroenterologists. Alimentary Pharmacology & Therapeutics 2008, 28: 1199-1208. PMID: 18729846, DOI: 10.1111/j.1365-2036.2008.03838.x.Peer-Reviewed Original ResearchConceptsHigh-risk bleedingProcess of careIntravenous proton pump inhibitorsNonvariceal upper gastrointestinal hemorrhageUpper gastrointestinal tract hemorrhageLarge-channel endoscopeUpper gastrointestinal hemorrhageUse of hemoclipsGastrointestinal tract hemorrhageProton pump inhibitorsChoice of endoscopeNasogastric lavageGastrointestinal hemorrhageTract hemorrhagePromotility agentsContinuous infusionPump inhibitorsGuideline complianceWide variationBleedingHemorrhageGastroenterologistsVignette surveyCareEndoscope
1998
Helicobacter pylori and peptic ulcer disease
Laine L, Fendrick A. Helicobacter pylori and peptic ulcer disease. Postgraduate Medicine 1998, 103: 231-243. PMID: 9519040, DOI: 10.3810/pgm.1998.03.423.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsConceptsPeptic ulcer diseaseUlcer diseaseAppropriate antimicrobial therapyPrimary care physiciansCost of careEffective regimensCare physiciansClinical outcomesH pyloriSuccessful treatmentAntimicrobial therapyPatient complianceHelicobacter pyloriImportance of identifyingDiseaseInfectionPyloriTreatmentRegimenRegimensPatientsTherapyPhysiciansCare