Explainable multi-instance and multi-task learning for COVID-19 diagnosis and lesion segmentation in CT images
Minglei Li, Xiang Li, Yuchen Jiang, Jiusi Zhang, Hao Luo, Shen Yin
Topics & Concepts
SegmentationArtificial intelligenceConvolutional neural networkComputer scienceCoronavirus disease 2019 (COVID-19)Context (archaeology)Focus (optics)Image segmentationPattern recognition (psychology)Task (project management)Multi-task learningPopulationComputer visionMachine learningMedicineDiseasePathologyInfectious disease (medical specialty)EconomicsOpticsPaleontologyBiologyManagementEnvironmental healthPhysicsCOVID-19 diagnosis using AIRadiomics and Machine Learning in Medical ImagingArtificial Intelligence in Healthcare and Education