Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images
Kelei He, Wei Zhao, Xingzhi Xie, Wen Ji, Mingxia Liu, Zhenyu Tang, Yinghuan Shi, Feng Shi, Yang Gao, Jun Liu, Junfeng Zhang, Dinggang Shen
Topics & Concepts
Coronavirus disease 2019 (COVID-19)Artificial intelligenceSegmentationSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Computer science2019-20 coronavirus outbreakPattern recognition (psychology)Computer visionLungLobeRadiologyMedicinePathologyInternal medicineInfectious disease (medical specialty)DiseaseOutbreakCOVID-19 diagnosis using AIRadiomics and Machine Learning in Medical ImagingLung Cancer Diagnosis and Treatment