2024
Detection of Gastrointestinal Bleeding With Large Language Models to Aid Quality Improvement and Appropriate Reimbursement
Zheng N, Keloth V, You K, Kats D, Li D, Deshpande O, Sachar H, Xu H, Laine L, Shung D. Detection of Gastrointestinal Bleeding With Large Language Models to Aid Quality Improvement and Appropriate Reimbursement. Gastroenterology 2024, 168: 111-120.e4. PMID: 39304088, DOI: 10.1053/j.gastro.2024.09.014.Peer-Reviewed Original ResearchElectronic health recordsOvert gastrointestinal bleedingGastrointestinal bleedingRecurrent bleedingMachine learning modelsHealth recordsClinically relevant applicationsNursing notesLanguage modelAcute gastrointestinal bleedingQuality improvementLearning modelsDetection of gastrointestinal bleedingReimbursementIdentification of clinical conditionsSeparate hospitalsQuality measuresHospitalBleedingClinical conditionsPatient managementEarly identificationPatientsReimbursement codesCoding algorithmChanging patterns of routine laboratory testing over time at children's hospitals
Tchou M, Hall M, Markham J, Stephens J, Steiner M, McCoy E, Aronson P, Shah S, Molloy M, Cotter J. Changing patterns of routine laboratory testing over time at children's hospitals. Journal Of Hospital Medicine 2024, 19: 671-679. PMID: 38643414, PMCID: PMC11296890, DOI: 10.1002/jhm.13372.Peer-Reviewed Original ResearchTesting ratesChildren's HospitalED revisitsLength of stayRetrospective cohort study of children aged 0Study of children aged 0Annual testing ratesLaboratory testing ratesPediatric Health Information System databaseHealth Information System databaseChildren Aged 0Case mix indexInformation System databaseResource utilization trendsRetrospective cohort studyAged 0Group hospitalsPatient daysReadmission ratesPatient outcomesSeparate hospitalsHospitalSystem databaseUtilization trendsMulti-center
2017
Care Transitions Between Hospitals and Skilled Nursing Facilities: Perspectives of Sending and Receiving Providers
Britton MC, Ouellet GM, Minges KE, Gawel M, Hodshon B, Chaudhry SI. Care Transitions Between Hospitals and Skilled Nursing Facilities: Perspectives of Sending and Receiving Providers. The Joint Commission Journal On Quality And Patient Safety 2017, 43: 565-572. PMID: 29056176, PMCID: PMC5693352, DOI: 10.1016/j.jcjq.2017.06.004.Peer-Reviewed Original ResearchMeSH KeywordsAcademic Medical CentersAttitude of Health PersonnelCommunicationHospital AdministrationHumansInsurance, Health, ReimbursementInterviews as TopicPatient DischargePatient ReadmissionPatient TransferQualitative ResearchQuality ImprovementRisk FactorsSeverity of Illness IndexSkilled Nursing FacilitiesUnited StatesConceptsSkilled nursing facilitiesCare transitionsNursing facilitiesSNF providersPatient-level risk factorsOptimal care settingAcute medical illnessUnplanned hospital readmissionComprehensive care planCost of careHospital readmissionMedical illnessComplex patientsRisk factorsMedicare patientsCare settingsCare plansPatient complexityHealth care institutionsPatient transferPsychosocial issuesHospitalPatientsSeparate hospitalsCare institutions
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