A survey of deep learning for lung disease detection on medical images: state-of-the-art, taxonomy, issues and future directions

• Main Authors: Tao, Stefanus Hwa Kieu, Abdullah Bade, Mohd Hanafi Ahmad Hijazi, Hoshang Kolivand
• Format: Article
• Language: English; English
• Published: Multidisciplinary Digital Publishing Institute (MDPI) 2020
• Subjects: RC705-779 Diseases of the respiratory system
• Online Access: https://eprints.ums.edu.my/id/eprint/29100/1/A%20survey%20of%20deep%20learning%20for%20lung%20disease%20detection%20on%20medical%20images%20ABSTRACT.pdf; https://eprints.ums.edu.my/id/eprint/29100/2/A%20survey%20of%20deep%20learning%20for%20lung%20disease%20detection%20on%20medical%20images.pdf; https://eprints.ums.edu.my/id/eprint/29100/; https://www.mdpi.com/2313-433X/6/12/131/htm; https://doi.org/10.3390/jimaging6120131

The recent developments of deep learning support the identification and classification of lung diseases in medical images. Hence, numerous work on the detection of lung disease using deep learning can be found in the literature. This paper presents a survey of deep learning for lung disease detectio...