Enhancing Pneumonia Detection in Pediatric Chest X-Rays Using CGAN-Augmented Datasets and Lightweight Deep Transfer Learning Models

Author:

Mohamed Coulibaly,Mwangi Ronald Waweru,Kihoro John M.

Publisher

Scientific Research Publishing, Inc.

Reference14 articles.

1. WHO (2023) Pneumonia. https://www.who.int/health-topics/pneumonia/#tab=tab_1

2. Automated Diagnosis of Pneumonia using CNN and Transfer Learning Approaches

3. Porag, A.M.R., Hasan, M.M. and Ahad, M.T. (2022) A Comparison Study of Deep CNN Architecture in Detecting of Pneumonia. arXiv Preprint arXiv:2212.14744.

4. An extensive review of state-of-the-art transfer learning techniques used in medical imaging: Open issues and challenges

5. A light-weight convolutional Neural Network Architecture for classification of COVID-19 chest X-Ray images

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