ARCHIVES

1. D. K. Choubey, “Pneumonia Detection using Chest X-Ray Images and Machine Learning Techniques,” Indian Scientific Journal Of Research
In Engineering And Management, 2023. DOI: 10.55041/ijsrem17831
2. Pravallika, “Automated Pneumonia Detection With Deep Learning Methods,” 2025. DOI: 10.71097/ijsat.v16.i3.8253
3. “A Convolutional Neural Network (CNN)-Based Pneumonia Detection Using Chest X-Ray Images,” Advances in medical technologies and
clinical practice book series, 2022. DOI: 10.4018/978-1-6684-5741-2.ch005
4. “Detection of pneumonia using convolutional neural networks,” International Research Journal Of Modernization In Engineering Technology
And Science, 2024. DOI: 10.56726/irjmets60519
5. M. Arabboev et al., “Deep learning-based pneumonia detection from chest X-ray images using a convolutional neural network,”
Современные инновации, системы и технологии, 2025. DOI: 10.47813/2782-2818-2025-5-3-1018-1026
6. M. M. Habeeb et al., “Automated Detection of Pneumonia Using Pre-Trained Convolutional Neural Networks in X-Ray Images,” 2023. DOI:
10.1109/icmnwc60182.2023.10435777
7. M. Kayalvili et al., “Deep Learning-Based Identification of Pneumonia in Chest X-Ray Images,” 2024. DOI:
10.1109/icacc63692.2024.10845352
8. B. Madhu et al., “Pneumonia Disease Detection Using Deep Learning,” International Scientific Journal of Engineering and Management,
2025. DOI: 10.55041/isjem04866
9. M. Thangamani et al., “Enhanced Pneumonia Classification in Radiographic Imaging through Convolutional Neural Network Modelling,”
2024. DOI: 10.1109/innocomp63224.2024.00071
10. R. Tanwar, “Transforming Pneumonia Classification through Deep Learning: A CNN-Based Approach to Enhance Accuracy and Efficiency,”
2024. DOI: 10.1109/iconat61936.2024.10775215
11. Aadarsh, “Automated pneumonia identification through cnn-based analysis,” Indian Scientific Journal Of Research In Engineering And
Management, 2024. DOI: 10.55041/ijsrem32087
12. M. A. Khan et al., “Advances in Medical Imaging: Deep Learning Strategies for Pneumonia Identification in Chest X-rays,” 2024. DOI:10.1109/icccnt61001.2024.10725661
13. B. Mahesh et al., “PneumoNet: Deep Neural Network for Advanced Pneumonia Detection,” Current Medical Imaging Reviews, 2025. DOI:
10.2174/0115734056380939250527080046
14. M. Rabbah et al., “Improving pneumonia diagnosis with high-accuracy CNN-Based chest X-ray image classification and integrated gradient,”
2023. DOI: 10.2139/ssrn.4625430
15. A. Almohab, “Deep Learning CNN for Pneumonia Detection: Advancing Digital Health in Society 5.0,” 2026. DOI:
10.29303/jipp.v10i4.4001
16. A. Bhola et al., “Revolutionizing Pneumonia Diagnosis and Prediction Through Deep Neural Networks,” 2024. DOI:
10.1002/9781394175376.ch9
17. S. Jain et al., “Pneumonia detection in chest X-ray images using convolutional neural networks and transfer learning,” Measurement, 2020.
DOI: 10.1016/J.MEASUREMENT.2020.108046
18. A. Bhandare, “Hybrid Deep Learning Framework for Pneumonia Diagnosis: A CNN and YOLO-Based Approach,” International Journal of
Advanced Research in Science, Communication and Technology, 2025. DOI: 10.48175/ijarsct-28377
19. M. Maneesha et al., “Pneumonia detection using chest x-ray images through cnn,” International journal for innovative engineering and
management research, 2022. DOI: 10.48047/ijiemr/v11/i06/67
20. F. Alenezi et al., “Using Teaching Learning-Based Optimization with Convolutional Neural Network to Detect Pneumonia Based On Chest
X-Ray Images,” 2024. DOI: 10.1109/acdsa59508.2024.10467902
21. A. Nessipkhanov et al., “Deep CNN for the identification of pneumonia respiratory disease in chest X-Ray imagery,” International Journal
of Advanced Computer Science and Applications. DOI: 10.14569/ijacsa.2023.0141069
22. A. Nasra, “Convolution Neural Network: A Proposed Method for Detecting Pneumonia from X-Ray Images,” 2024. DOI:
10.1109/icoici62503.2024.10696221
23. S. A. Aljawarneh et al., “Pneumonia detection using enhanced convolutional neural network model on chest x-ray images,” Big data, 2023.
DOI: 10.1089/big.2022.0261
24. A. K. Achyuta et al., “A Review on Deep Learning Based Automated Pneumonia Detection using X-ray images,” International Journal For
Multidisciplinary Research, 2024. DOI: 10.36948/ijfmr.2024.v06i03.20177
25. S. Choudhury, “Pediatric Pneumonia Detection from Chest X-Rays:A Comparative Study of Transfer Learning and Custom CNNs,” 2025.
26. E. Erb, “Development of Pneumonia Disease Detection Model Based on Deep Learning Algorithm,” Wireless Communications and Mobile
Computing, 2022. DOI: 10.1155/2022/2951168
27. S. S, “A Survey Paper on Pneumonia Detection in Chest X-Ray Images Using an Ensemble of Deep Learning,” International Journal For
Science Technology And Engineering, 2022. DOI: 10.22214/ijraset.2022.44569
28. S. Dutta et al., “Deep Learning-Based Pneumonia Detection from Chest X-ray Images: A CNN Approach with Performance Analysis and
Clinical Implications,” 2025.
29. R. Kundu et al., “Pneumonia detection in chest X-ray images using an ensemble of deep learning models,” PLOS ONE, 2021. DOI:
10.1371/JOURNAL.PONE.0256630
30. A. Bundza et al., “Detection of pneumonia from chest X-rays using convolutional neural networks,” Mokslas - Lietuvos ateitis, 2025. DOI:
10.3846/mla.2025.23905