2024
Artificial intelligence–aided steatosis assessment in donor livers according to the Banff consensus recommendations
Jiao J, Tang H, Sun N, Zhang X. Artificial intelligence–aided steatosis assessment in donor livers according to the Banff consensus recommendations. American Journal Of Clinical Pathology 2024, 162: 401-407. PMID: 38716796, DOI: 10.1093/ajcp/aqae053.Peer-Reviewed Original ResearchBanff Working GroupLiver Allograft PathologyBiopsy specimensDonor liversAllograft pathologyAssociated with primary graft dysfunctionMacrovesicular steatosisPrimary graft dysfunctionManual quantificationSteatosis assessmentLiver biopsy specimensSevere macrovesicular steatosisAssessment of liver steatosisGraft dysfunctionPathological evaluationModerate steatosisEvaluate steatosisConsensus recommendationsLiver steatosisSteatosisBanffLiverPathologyAI modelsArtificial intelligence
2023
Detection of Large-Droplet Macrovesicular Steatosis in Donor Livers Based on Segment-Anything Model
Tang H, Jiao J, Lin J, Zhang X, Sun N. Detection of Large-Droplet Macrovesicular Steatosis in Donor Livers Based on Segment-Anything Model. Laboratory Investigation 2023, 104: 100288. PMID: 37977550, DOI: 10.1016/j.labinv.2023.100288.Peer-Reviewed Original ResearchLiver diseaseMacrovesicular steatosisArtificial intelligence algorithmsArtificial intelligence modelsEnd-stage liver diseaseRule-based algorithmLiver histology analysisLiver transplant complicationsAcute liver failurePrimary hepatic malignancyLarge fat vacuolesIntelligence algorithmsDetection modelTransformer architectureIntelligence modelsTransplant complicationsLiver transplantationLiver failureLiver biopsyHepatic malignanciesFat vacuolesDonor organsEffective treatmentPrior knowledgeAlgorithmPostinfantile Giant Cell Hepatitis in Native and Allograft Livers: A Multi-Institutional Clinicopathologic Study of 70 Cases
Jiao J, Chezar K, Zhang X, Wang D, Cao W, Bindu C, Chen W, Neto A, Henn P, Riahi I, Wang H, Papke D, Zhao L, Xue Y, Liao X, Zhang X. Postinfantile Giant Cell Hepatitis in Native and Allograft Livers: A Multi-Institutional Clinicopathologic Study of 70 Cases. Modern Pathology 2023, 36: 100298. PMID: 37544363, DOI: 10.1016/j.modpat.2023.100298.Peer-Reviewed Original ResearchConceptsPostinfantile giant cell hepatitisAutoimmune liver diseaseGiant cell hepatitisAlkaline phosphatase levelsClinical outcomesPhosphatase levelsLiver diseaseMulti-institutional retrospective studyAssociated with better survivalAssociated with poor survivalClinicopathological characteristics of patientsAdverse prognostic factorAssociated with autoimmune liver diseasesGiant cellsVariable clinical outcomesFollow-up resultsCharacteristics of patientsDistribution of giant cellsOlder ageLiver disease etiologyPrognostic factorsAdvanced fibrosisBetter survivalClinicopathological characteristicsLiver allografts
2022
Post-infantile Giant Cell Hepatitis: A Literature Review and Meta-analysis
Jiao J, Zhang X. Post-infantile Giant Cell Hepatitis: A Literature Review and Meta-analysis. Journal Of Clinical And Translational Pathology 2022, 2: 100-107. PMID: 37092012, PMCID: PMC10117396, DOI: 10.14218/jctp.2022.00016.Peer-Reviewed Original ResearchPost-infantile giant cell hepatitisDisease entityEtiological factorsAdditional etiological factorsGiant cell hepatitisRare disease entityVariable clinical courseGamma-glutamyl transferaseDiffuse distribution patternInterface hepatitisLobular inflammationPortal inflammationUncommon etiologyClinical courseEtiological distributionAutoimmune disordersPoor outcomeHistological featuresWorse outcomesTotal bilirubinMultifactorial etiologyBetter outcomesPatientsViral infectionMeta-Analysis
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