Evaluation of Scalability and Degree of Fine-Tuning of Deep Convolutional Neural Networks for COVID-19 Screening on Chest X-ray Images Using Explainable Deep-Learning Algorithm

According to recent studies, patients with COVID-19 have different feature characteristics on chest X-ray (CXR) than those with other lung diseases. This study aimed at evaluating the layer depths and degree of fine-tuning on transfer learning with a deep convolutional neural network (CNN)-based COV...

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Detalles Bibliográficos
Autores principales: Lee, Ki-Sun, Kim, Jae Young, Jeon, Eun-tae, Choi, Won Suk, Kim, Nan Hee, Lee, Ki Yeol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7711996/
https://www.ncbi.nlm.nih.gov/pubmed/33171723
http://dx.doi.org/10.3390/jpm10040213

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7711996/
https://www.ncbi.nlm.nih.gov/pubmed/33171723
http://dx.doi.org/10.3390/jpm10040213

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