Large-scale screening to distinguish between COVID-19 and community-acquired pneumonia using infection size-aware classification

The worldwide spread of coronavirus disease (COVID-19) has become a threat to global public health. It is of great importance to rapidly and accurately screen and distinguish patients with COVID-19 from those with community-acquired pneumonia (CAP). In this study, a total of 1,658 patients with COVI...

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Veröffentlicht in:	Physics in medicine & biology 2021-03, Vol.66 (6), p.065031-065031
Hauptverfasser:	Shi, Feng, Xia, Liming, Shan, Fei, Song, Bin, Wu, Dijia, Wei, Ying, Yuan, Huan, Jiang, Huiting, He, Yichu, Gao, Yaozong, Sui, He, Shen, Dinggang
Format:	Artikel
Sprache:	eng
Schlagworte:	Adult Aged Community-Acquired Infections - diagnostic imaging COVID-19 COVID-19 - diagnostic imaging decision tree Diagnosis, Computer-Assisted Diagnosis, Differential Female Humans Image Processing, Computer-Assisted Lung - diagnostic imaging Lung - virology Male Middle Aged pneumonia Pneumonia - diagnostic imaging random forest Reproducibility of Results Retrospective Studies Sensitivity and Specificity size-aware Tomography, X-Ray Computed
Online-Zugang:	Volltext
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