Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan

Wenqi Li
Wenqi Li
Andriy Myronenko
Andriy Myronenko
Stephanie Harmon
Stephanie Harmon
Evrim Turkbey
Evrim Turkbey
Xiaosong Wang
Xiaosong Wang
Wentao Zhu
Wentao Zhu

Medical Image Anal., pp. 101992-101992, 2021.

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摘要

The recent outbreak of Coronavirus Disease 2019 (COVID-19) has led to urgent needs for reliable diagnosis and management of SARS-CoV-2 infection. The current guideline is using RT-PCR for testing. As a complimentary tool with diagnostic imaging, chest Computed Tomography (CT) has been shown to be able to reveal visual patterns characteris...更多

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