A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning
Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen
Topics & Concepts
Coronavirus disease 2019 (COVID-19)Artificial intelligenceComponent (thermodynamics)Computer scienceMachine learning2019-20 coronavirus outbreakSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Process (computing)Independent component analysisPattern recognition (psychology)MedicineInfectious disease (medical specialty)Operating systemPathologyVirologyThermodynamicsDiseasePhysicsOutbreakCOVID-19 diagnosis using AIAI in cancer detectionDigital Imaging for Blood Diseases