spEMO: Leveraging Multi-Modal Foundation Models for Analyzing Spatial Multi-Omic and Histopathology Data
Zhao H, Liu T, Huang T, Ding T, Wu H, Humphrey P, Perincheri S, Schalper K, Ying R, Xu H, Zou J, Mahmood F. spEMO: Leveraging Multi-Modal Foundation Models for Analyzing Spatial Multi-Omic and Histopathology Data. 2025 DOI: 10.21203/rs.3.rs-6941589/v1.Peer-Reviewed Original ResearchInformation retrieval capabilitiesMedical report generationMulti-modal alignmentSingle-modal dataDownstream tasksLanguage modelModel architectureComputer systemsAI systemsSpatial domain identificationData modalitiesHistopathological imagesReport generationEvaluation taskMultimodal representationsTaskMulti-omics dataFoundation modelMulti-omics technologiesDataSpatial biologyMulti-OmicsTissue contextDomain identificationInformationFeature Mixup with Normalized Logit Knowledge Distillation for Class Incremental Learning
Hong X, Zhao H. Feature Mixup with Normalized Logit Knowledge Distillation for Class Incremental Learning. 2025, 00: 78-82. DOI: 10.1109/icpeca63937.2025.10928767.Peer-Reviewed Original Research
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