Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan()

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 ab...

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Detalles Bibliográficos
Autores principales: Yang, Dong, Xu, Ziyue, Li, Wenqi, Myronenko, Andriy, Roth, Holger R., Harmon, Stephanie, Xu, Sheng, Turkbey, Baris, Turkbey, Evrim, Wang, Xiaosong, Zhu, Wentao, Carrafiello, Gianpaolo, Patella, Francesca, Cariati, Maurizio, Obinata, Hirofumi, Mori, Hitoshi, Tamura, Kaku, An, Peng, Wood, Bradford J., Xu, Daguang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2021
Materias:
Challenge Report
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7864789/
https://www.ncbi.nlm.nih.gov/pubmed/33601166
http://dx.doi.org/10.1016/j.media.2021.101992

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