Learning-to-augment strategy using noisy and denoised data: Improving generalizability of deep CNN for the detection of COVID-19 in X-ray images.
Momeny M, Neshat AA, Hussain MA, Kia S, Marhamati M, Jahanbakhshi A, Hamarneh G.
Momeny M, et al.
Comput Biol Med. 2021 Sep;136:104704. doi: 10.1016/j.compbiomed.2021.104704. Epub 2021 Jul 29.
Comput Biol Med. 2021.
PMID: 34352454
Free PMC article.
The proposed method performs better results compared to the state-of-the-art learning to augment strategies in terms of sensitivity (0.808), specificity (0.915), and F-Measure (0.737). The source code of the proposed method is available at https://github.com/mohamadmomeny/ …
The proposed method performs better results compared to the state-of-the-art learning to augment strategies in terms of sensitivity (0.808), …