Automated Pneumonia Diagnosis using a Customized Sequential Convolutional Neural Network-Reference-Cited by-同舟云学术

Automated Pneumonia Diagnosis using a Customized Sequential Convolutional Neural Network

Published:2019 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 2019 3rd International Conference on Deep Learning Technologies - ICDLT 2019
language:
Short-container-title:

Author:

Siddiqi Raheel¹

Affiliation:

1. Bahria University (Karachi Campus), Karachi, Pakistan

Publisher

ACM Press

Reference35 articles.

1. Rajpurkar, P., Irvin, J., Ball, R. L., Zhu, K., Yang, B., Mehta, H. et al. 2018. Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists. PLoS Med, 15, 11 (Nov. 2018). DOI= https://doi.org/10.1371/journal.pmed.1002686

2. Taylor, A. G., Mielke, C. and Mongan, J. 2018. Automated detection of moderate and large pneumothorax on frontal chest X-rays using deep convolutional neural networks: A retrospective study. PLoS Med, 15, 11 (Nov., 2018). DOI= https://doi.org/10.1371/journal.pmed.1002697

3. Rajpurkar, P., Irvin, J., Zhu, K., Yang, B., Mehta, H., Duan, T., et al. 2017. CheXNet: radiologist-level pneumonia detection on chest x-rays with deep learning. arXiv:1711.05225. Retrieved from https://arxiv.org/abs/1711.05225

4. Qin, C., Yao, D., Shi, Y. and Song, Z. 2018. Computer-aided detection in chest radiography based on artificial intelligence: a survey. BioMedical Engineering OnLine, 17, 113 (Aug. 2018). DOI= https://doi.org/10.1186/s12938-018-0544-y

5. Rajaraman, S., Candemir, S., Kim, I., Thoma, G. and Antani, S. 2018. Visualization and Interpretation of Convolutional Neural Network Predictions in Detecting Pneumonia in Pediatric Chest Radiographs. Applied Sciences, 8, 10 (Sep. 2018). DOI= https://doi.org/10.3390/app8101715

Cited by 54 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. Deep Learning-Based System Combining Chest X-Ray and Computerized Tomography Images for COVID-19 Diagnosis;British Journal of Hospital Medicine;2024-08-30

2. Recent advancement of deep learning techniques for pneumonia prediction from chest X-ray image;Medical Reports;2024-07

3. A new hybrid approach for pneumonia detection using chest X-rays based on ACNN-LSTM and attention mechanism;Multimedia Tools and Applications;2024-02-12

4. Advanced Diagnostics of Respiratory Distress Syndrome in Premature Infants Treated with Surfactant and Budesonide through Computer-Assisted Chest X-ray Analysis;Diagnostics;2024-01-19

5. Feature fusion-based ensemble CNN learning optimization for automated detection of pediatric pneumonia;Biomedical Signal Processing and Control;2024-01