2025
Identifying Metabolic Dysfunction-Associated Steatotic Liver Disease Using Natural Language Processing in a US National Cohort.
John B, Bastaich D, Mezzacappa C, Ferreira R, Hentschel A, Samos A, Mahmud N, Taddei T, Kaplan D, Serper M, Dahman B. Identifying Metabolic Dysfunction-Associated Steatotic Liver Disease Using Natural Language Processing in a US National Cohort. The American Journal Of Gastroenterology 2025 PMID: 39950372, DOI: 10.14309/ajg.0000000000003321.Peer-Reviewed Original ResearchElectronic health recordsCardiometabolic risk factorsAlcohol useChart reviewRetrospective study of participantsStudy of participantsLiver diseaseSteatotic liver diseaseIncreased alcohol intakeEligible veteransICD-9/10 codesHealth recordsNational cohortAlcohol intakeEvidence of hepatic steatosisEpidemiological studiesNatural language processing algorithmsRisk factorsStudy cohortOutcome studiesVeteransCohortClinical entityRetrospective studyMetabolic dysfunction
2024
Validation and epidemiologic definition of the novel steatotic liver disease nomenclature in a national United States cohort with cirrhosis
Mezzacappa C, Ochoa-Allemant P, Serper M, Taddei T, John B, Kaplan D, Mahmud N. Validation and epidemiologic definition of the novel steatotic liver disease nomenclature in a national United States cohort with cirrhosis. Clinical Gastroenterology And Hepatology 2024 PMID: 39689774, DOI: 10.1016/j.cgh.2024.10.035.Peer-Reviewed Original ResearchAlcohol-associated liver diseaseCardiometabolic risk factorsAlcohol use disorderSteatotic liver diseaseLiver diseaseLow high-density lipoproteinChild-Turcotte-Pugh classIncidence rateIncident hepatocellular carcinomaIncreased alcohol intakeAlcohol useClinically relevant definitionAll-cause mortalityHigher hazard of mortalityNational cohort of veteransUnited States cohortCohort of veteransAcute cardiac eventsHigh-density lipoproteinHazard of mortalityHazardous alcohol useAlcohol intakeCardiac eventsAlcohol exposureHepatocellular carcinomaRisk Score for Hepatocellular Cancer in Adults Without Viral Hepatitis or Cirrhosis
Ilagan-Ying Y, Gordon K, Tate J, Lim J, Torgersen J, Re V, Justice A, Taddei T. Risk Score for Hepatocellular Cancer in Adults Without Viral Hepatitis or Cirrhosis. JAMA Network Open 2024, 7: e2443608. PMID: 39504020, PMCID: PMC11541635, DOI: 10.1001/jamanetworkopen.2024.43608.Peer-Reviewed Original ResearchConceptsClassification of DiseasesBody mass indexRisk scoreNinth Revision and International Statistical Classification of DiseasesMass indexAlcohol useInternational Statistical Classification of DiseasesStatistical Classification of DiseasesElectronic health recordsNon-Hispanic blacksInternational Classification of DiseasesNon-Hispanic whitesClinical Modification diagnosisHepatocellular carcinoma risk scoreRisk of hepatocellular carcinomaCox proportional hazards regression modelsValidation sampleHigh-risk individualsProportional hazards regression modelsHCC risk factorsFIB-4Multivariate risk scoreHepatocellular carcinomaHazards regression modelsViral hepatitis
2023
Medications for alcohol use disorder improve survival in patients with hazardous drinking and alcohol-associated cirrhosis
Rabiee A, Mahmud N, Falker C, Garcia-Tsao G, Taddei T, Kaplan D. Medications for alcohol use disorder improve survival in patients with hazardous drinking and alcohol-associated cirrhosis. Hepatology Communications 2023, 7: e0093. PMID: 36972386, PMCID: PMC10043587, DOI: 10.1097/hc9.0000000000000093.Peer-Reviewed Original ResearchConceptsAlcohol-associated cirrhosisAlcohol use disorderUse disordersCause mortalityImproved survivalPropensity scoreInpatient diagnosis codesRetrospective cohort studyCox regression analysisActive alcohol useCirrhosis decompensationCohort studyConcurrent diagnosisLiver diseasePotential confoundersDiagnosis codesVeteran outcomesCirrhosis diagnosisStrong negative predictorCirrhosisPatientsHazardous drinkingAlcohol use behaviorsCosts AssociatedAlcohol use
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