CLIF-Net: Intersection-guided Cross-view Fusion Network for Infection Detection from Cranial Ultrasound
Yu M, Peterson M, Burgoine K, Harbaugh T, Olupot-Olupot P, Gladstone M, Hagmann C, Cowan F, Weeks A, Morton S, Mulondo R, Mbabazi-Kabachelor E, Schiff S, Monga V. CLIF-Net: Intersection-guided Cross-view Fusion Network for Infection Detection from Cranial Ultrasound. IEEE Transactions On Medical Imaging 2025, PP: 1-1. PMID: 40372847, DOI: 10.1109/tmi.2025.3570316.Peer-Reviewed Original ResearchConvolutional neural network branchesNeural network branchesCross-attention moduleState-of-the-artRobust 3D representationsMultiview imageryFusion networkImage-levelFusion layerFusion blockRepresentative featuresExtract featuresLearning frameworkClass probabilitiesSemantic featuresNetwork branchesDetection techniquesEnhanced featuresGeometric relationsImagesEnhanced performanceFeaturesInfection detectionSpatial positionDataset
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