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 identificationInformationBuilding a unified model for drug synergy analysis powered by large language models
Liu T, Chu T, Luo X, Zhao H. Building a unified model for drug synergy analysis powered by large language models. Nature Communications 2025, 16: 4537. PMID: 40374634, PMCID: PMC12081637, DOI: 10.1038/s41467-025-59822-y.Peer-Reviewed Original Research
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