Deep Learning–Based COVID-19 Pneumonia Classification Using Chest CT Images: Model Generalizability

Deep Learning–Based COVID-19 Pneumonia Classification Using Chest CT Images: Model Generalizability

Since the outbreak of the COVID-19 pandemic, worldwide research efforts have focused on using artificial intelligence (AI) technologies on various medical data of COVID-19–positive patients in order to identify or classify various aspects of the disease, with promising reported results. However, con...

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Bibliographic Details
Main Authors: Dan Nguyen, Fernando Kay, Jun Tan, Yulong Yan, Yee Seng Ng, Puneeth Iyengar, Ron Peshock, Steve Jiang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Artificial Intelligence
Subjects:
deep learning
generalizability
convolutional neural network
classification
computed tomography
COVID-19
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2021.694875/full

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https://www.frontiersin.org/articles/10.3389/frai.2021.694875/full

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