Abnormal lung quantification in chest CT images of COVID‐19 patients with deep learning and its application to severity prediction

OBJECTIVE: Computed tomography (CT) provides rich diagnosis and severity information of COVID‐19 in clinical practice. However, there is no computerized tool to automatically delineate COVID‐19 infection regions in chest CT scans for quantitative assessment in advanced applications such as severity...

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Vydáno v:Med Phys
Hlavní autoři: Shan, Fei, Gao, Yaozong, Wang, Jun, Shi, Weiya, Shi, Nannan, Han, Miaofei, Xue, Zhong, Shen, Dinggang, Shi, Yuxin
Médium: Artigo
Jazyk:Inglês
Vydáno: John Wiley and Sons Inc. 2021
Témata:
QUANTITATIVE IMAGING AND IMAGE PROCESSING
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7753662/
https://ncbi.nlm.nih.gov/pubmed/33225476
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mp.14609
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