Multiple-Inputs Convolutional Neural Network for COVID-19 Classification and Critical Region Screening From Chest X-ray Radiographs: Model Development and Performance Evaluation

BACKGROUND: The COVID-19 pandemic is becoming one of the largest, unprecedented health crises, and chest X-ray radiography (CXR) plays a vital role in diagnosing COVID-19. However, extracting and finding useful image features from CXRs demand a heavy workload for radiologists. OBJECTIVE: The aim of...

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Detalles Bibliográficos
Autores principales: Li, Zhongqiang, Li, Zheng, Yao, Luke, Chen, Qing, Zhang, Jian, Li, Xin, Feng, Ji-Ming, Li, Yanping, Xu, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9578294/
https://www.ncbi.nlm.nih.gov/pubmed/36277075
http://dx.doi.org/10.2196/36660

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9578294/
https://www.ncbi.nlm.nih.gov/pubmed/36277075
http://dx.doi.org/10.2196/36660

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