Can Deep Learning-Based Volumetric Analysis Predict Oxygen Demand Increase in Patients with COVID-19 Pneumonia?

<i>Background and Objectives</i>: This study aimed to investigate whether predictive indicators for the deterioration of respiratory status can be derived from the deep learning data analysis of initial chest computed tomography (CT) scans of patients with coronavirus disease 2019 (COVID...

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Autores principales: Marie Takahashi, Tomoyuki Fujioka, Toshihiro Horii, Koichiro Kimura, Mizuki Kimura, Yurika Hashimoto, Yoshio Kitazume, Mitsuhiro Kishino, Ukihide Tateishi
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
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Acceso en línea:https://doaj.org/article/8b2884b6076343c2995406c06af04faf
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