Role of standard and soft tissue chest radiography images in deep-learning-based early diagnosis of COVID-19

Purpose: We propose a deep learning method for the automatic diagnosis of COVID-19 at patient presentation on chest radiography (CXR) images and investigates the role of standard and soft tissue CXR in this task. Approach: The dataset consisted of the first CXR exams of 9860 patients acquired within...

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Detalles Bibliográficos
Autores principales: Hu, Qiyuan, Drukker, Karen, Giger, Maryellen L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2021
Materias:
Computer-Aided Diagnosis
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8478672/
https://www.ncbi.nlm.nih.gov/pubmed/34595245
http://dx.doi.org/10.1117/1.JMI.8.S1.014503

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8478672/
https://www.ncbi.nlm.nih.gov/pubmed/34595245
http://dx.doi.org/10.1117/1.JMI.8.S1.014503

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