Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning

Author:

Minaee ShervinORCID,Kafieh Rahele,Sonka Milan,Yazdani Shakib,Jamalipour Soufi Ghazaleh

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference19 articles.

1. Correlation of chest CT and RT-PCR testing in coronavirus disease 2019 (COVID-19) in China: a report of 1014 cases;Ai;Radiology,2020

2. SegNet: A deep convolutional encoder-decoder architecture for image segmentation;Badrinarayanan;IEEE Trans. Pattern Anal.Mach. Intell,2017

3. Cohen, J. P., Morrison, P., Dao, L., 2020. COVID-19 image data collection. arXiv:2003.11597.

4. Learning a deep convolutional network for image super-resolution;Dong,2014

5. Fleischner society: glossary of terms for thoracic imaging;Hansell;Radiology,2008

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