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An automated diagnosis and classification of COVID-19 from chest CT images using a transfer learning-based convolutional neural network.

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第一作者： Nadiah A,Baghdadi

第一单位： Princess Nourah bint Abdulrahman University, College of Nursing, Riyadh, 11671, Riyadh, P.O. BOX 84428, Saudi Arabia. Electronic address: NABaghdadi@pnu.edu.sa.

作者： Nadiah A,Baghdadi ^[1] ; Amer,Malki ^[2] ; Sally F,Abdelaliem ^[3] ; Hossam,Magdy Balaha ^[4] ; Mahmoud,Badawy ^[5] ; Mostafa,Elhosseini ^[6]

作者单位： Princess Nourah bint Abdulrahman University, College of Nursing, Riyadh, 11671, Riyadh, P.O. BOX 84428, Saudi Arabia. Electronic address: NABaghdadi@pnu.edu.sa. ^[1] Taibah University, College of Computer Science and Engineering, Yanbu, 46421, Saudi Arabia. ^[2] Princess Nourah bint Abdulrahman University, College of Nursing, Riyadh, 11671, Riyadh, P.O. BOX 84428, Saudi Arabia. ^[3] Mansoura University, Faculty of Engineering, Computers and Control Systems Engineering Department, Mansoura, 46421, Egypt. ^[4] Mansoura University, Faculty of Engineering, Computers and Control Systems Engineering Department, Mansoura, 46421, Egypt. Electronic address: engbadawy@mans.edu.eg. ^[5] Taibah University, College of Computer Science and Engineering, Yanbu, 46421, Saudi Arabia; Mansoura University, Faculty of Engineering, Computers and Control Systems Engineering Department, Mansoura, 46421, Egypt. ^[6]

关键词 COVID-19 Convolutional neural network (CNN)Deep learning (DL)Metaheuristic optimization Sparrow search algorithm

医学主题词人类(Humans);体层摄影术, X线计算机(Tomography, X-Ray Computed)

DOI 10.1016/j.compbiomed.2022.105383

PMID 35290811

发布时间 2022-05-09

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准确一般字义偏差语意偏离译文作用小提交