Classification of X-ray images into COVID-19, pneumonia, and TB using cGAN and fine-tuned deep transfer learning models-Reference-Cited by-同舟云学术

Classification of X-ray images into COVID-19, pneumonia, and TB using cGAN and fine-tuned deep transfer learning models

Published:2021-10-07 Issue:4 Volume:37 Page:803-813
ISSN:2446-4732
Container-title:Research on Biomedical Engineering
language:en
Short-container-title:Res. Biomed. Eng.

Author:

Mehta Tirth,Mehendale Ninad^ORCID

Publisher

Springer Science and Business Media LLC

Subject

Biomedical Engineering

Link

https://link.springer.com/content/pdf/10.1007/s42600-021-00174-z.pdf

Reference18 articles.

1. Alom, MZ, Rahman M, Nasrin MS, Taha TM, Asari VK. 2020. Covid_mtnet: Covid-19 detection with multi-task deep learning approaches. arXiv:2004.03747.

2. Apostolopoulos, ID, Mpesiana TA. 2020. Covid-19: automatic detection from x-ray images utilizing transfer learning with convolutional neural networks. Phys Eng Sci Med: 1.

3. Chittora, D, Meena BR, Sharma K. 2021. Updates of COVID-19. Rese Biomed Eng.

4. Chollet, F. Xception: Deep learning with depthwise separable convolutions. Proceedings of the IEEE conference on computer vision and pattern recognition; 2017. p. 1251–1258.

5. Das, NN, Kumar N, Kaur M, Kumar V, Singh D. 2020. Automated deep transfer learning-based approach for detection of COVID-19 infection in chest X-rays. Irbm.

Cited by 17 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A novel NASNet model with LIME explanability for lung disease classification;Biomedical Signal Processing and Control;2024-07

2. Application of generative adversarial networks in image, face reconstruction and medical imaging: challenges and the current progress;Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization;2024-03-31

3. Optimizing Pneumonia Diagnosis Using RCGAN-CTL: A Strategy for Small or Limited Imaging Datasets;Processes;2024-03-11

4. Detection of COVID-19, pneumonia, and tuberculosis from radiographs using AI-driven knowledge distillation;Heliyon;2024-03

5. A novel lightweight CNN for chest X-ray-based lung disease identification on heterogeneous embedded system;Applied Intelligence;2024-03