1. Automated Classification of Pediatric Chest X-Rays in Tuberculosis and Other Lung Diseases;wong;This is a research paper that presents a deep learning-based approach for classifying pediatric chest X- rays into various categories of lung diseases including pneumonia,2016
2. Development and Validation of a Deep Learning Algorithm for Detection of Critical Findings in Head CT Scans;kang;This is a research paper that describes the development and validation of a deep learning algorithm for detecting critical findings in head CT scans which can also be applied to chest X-rays for pneumonia detection,2018
3. Chest X-Ray Images (Pneumonia) - Kaggle Challenge;mooney;This is a comprehensive article that provides a step-by-step guide on how to build a deep learning model for pneumonia detection using chest X-rays,2018