2025
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 identificationInformation
2022
Garbage Image Classification Based on Improved Residual Neural Networks
Zhao L, Zhao H. Garbage Image Classification Based on Improved Residual Neural Networks. 2022, 00: 7-13. DOI: 10.1109/icicml57342.2022.10009851.Peer-Reviewed Original ResearchConvolutional block attention moduleClassification accuracyAttention mechanismImproved residual neural networkGarbage image classificationGarbage classification algorithmResidual neural networkGarbage imagesImage classificationResNet34 networkAttention moduleClassification performanceFeature informationNeural networkClassification algorithmsArtificial network modelNetwork modelTarget informationResNet34ClassificationNetworkGarbageInformationAlgorithmAccuracy
2005
Aligning Peaks Across Multiple Mass Spectrometry Data Sets Using A Scale-Space Based Approach
Yu W, Li X, Zhao H. Aligning Peaks Across Multiple Mass Spectrometry Data Sets Using A Scale-Space Based Approach. 2005, 126-127. DOI: 10.1109/csbw.2005.19.Peer-Reviewed Original ResearchHierarchical clustering methodScale-space approachAlignment frameworkBased ApproachClustering methodIntensity informationZ-informationAlignment of peaksCurrent approachesPeak alignmentMass spectrometry dataConcrete examplesInformationSpectrometry dataSpace limitationsExtra advantageFrameworkAlignmentParameter determinationSet
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