2024
An artificial intelligence-generated model predicts 90-day survival in alcohol-associated hepatitis: A global cohort study
Dunn W, Li Y, Singal A, Simonetto D, Díaz L, Idalsoaga F, Ayares G, Arnold J, Ayala-Valverde M, Perez D, Gomez J, Escarate R, Fuentes-López E, Ramirez-Cadiz C, Morales-Arraez D, Zhang W, Qian S, Ahn J, Buryska S, Mehta H, Dunn N, Waleed M, Stefanescu H, Bumbu A, Horhat A, Attar B, Agrawal R, Cabezas J, Echavaría V, Cuyàs B, Poca M, Soriano G, Sarin S, Maiwall R, Jalal P, Higuera-de-la-Tijera F, Kulkarni A, Rao P, Guerra-Salazar P, Skladaný L, Kubánek N, Prado V, Clemente-Sanchez A, Rincon D, Haider T, Chacko K, Romero G, Pollarsky F, Restrepo J, Toro L, Yaquich P, Mendizabal M, Garrido M, Marciano S, Dirchwolf M, Vargas V, Jiménez C, Hudson D, García-Tsao G, Ortiz G, Abraldes J, Kamath P, Arrese M, Shah V, Bataller R, Arab J. An artificial intelligence-generated model predicts 90-day survival in alcohol-associated hepatitis: A global cohort study. Hepatology 2024, 80: 1196-1211. PMID: 38607809, DOI: 10.1097/hep.0000000000000883.Peer-Reviewed Original ResearchAlcohol-associated hepatitisValidation cohortArtificial intelligenceModified Glasgow scoreMaddrey's discriminant functionMortality rateGlobal cohort studyShort-term mortalityPost-test probabilityApproximate mortality ratesSteroid therapyGlasgow scoreAH patientsSteroid useTransplant indicationRetrospective studyDerivation cohortLaboratory valuesCohort studyClinical trialsGlobal cohortPrognostic modelScoring systemAI algorithmsCohort
2022
Noninvasive predictors of clinically significant portal hypertension in NASH cirrhosis: Validation of ANTICIPATE models and development of a lab‐based model
Rabiee A, Deng Y, Ciarleglio M, Chan JL, Pons M, Genesca J, Garcia‐Tsao G. Noninvasive predictors of clinically significant portal hypertension in NASH cirrhosis: Validation of ANTICIPATE models and development of a lab‐based model. Hepatology Communications 2022, 6: 3324-3334. PMID: 36214066, PMCID: PMC9701481, DOI: 10.1002/hep4.2091.Peer-Reviewed Original ResearchConceptsHepatic venous pressure gradientSignificant portal hypertensionTransient elastographyNASH cirrhosisPortal hypertensionFibrosis-4 indexPresence of CSPHVenous pressure gradientNonalcoholic steatohepatitis cirrhosisBody mass indexLiver stiffness measurementGood calibrationCompensated cirrhosisFIB-4Mass indexPlatelet countValidation cohortNoninvasive predictorTraining cohortBaseline riskLaboratory valuesCirrhosisHigh riskSeparate cohortNoninvasive surrogate