Detection and Semiquantitative Analysis of Cardiomegaly, Pneumothorax, and Pleural Effusion on Chest Radiographs

PURPOSE: To develop and evaluate deep learning models for the detection and semiquantitative analysis of cardiomegaly, pneumothorax, and pleural effusion on chest radiographs. MATERIALS AND METHODS: In this retrospective study, models were trained for lesion detection or for lung segmentation. The f...

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Vydáno v:Radiol Artif Intell
Hlavní autoři: Zhou, Leilei, Yin, Xindao, Zhang, Tao, Feng, Yuan, Zhao, Ying, Jin, Mingxu, Peng, Mingyang, Xing, Chunhua, Li, Fengfang, Wang, Ziteng, Wei, Guoliang, Jia, Xiao, Liu, Yujun, Wu, Xinying, Lu, Lingquan
Médium: Artigo
Jazyk:Inglês
Vydáno: Radiological Society of North America 2021
Témata:
Original Research
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8328111/
https://ncbi.nlm.nih.gov/pubmed/34350406
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/ryai.2021200172
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