Enhancing Histology Detection in MASH Cirrhosis for Artificial Intelligence Pathology Platform by Expert Pathologist Training
Goodman Z, Akbary K, Noureddin M, Ren Y, Chng E, Tai D, Boudes P, Garcia‐Tsao G, Harrison S, Chalasani N. Enhancing Histology Detection in MASH Cirrhosis for Artificial Intelligence Pathology Platform by Expert Pathologist Training. Liver International Communications 2024, 5 DOI: 10.1002/lci2.70007.Peer-Reviewed Original ResearchArtificial intelligenceAI modelsPositive predictive valuePathologist annotationsSmooth muscle actinLiver biopsyValidation cohortNodule annotationsPre-trainingRe-trainingHistopathological assessmentPathologist trainingAnnotationAssessment of liver biopsiesImproved accuracySirius RedAlgorithmHistopathological assessment of liver biopsiesExpert hepatopathologistsArtificialAn 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