Machine Learning Framework Classifies Pneumonia On Chest X-rays

K M Abubeker and S Baskar at the Karpagam Academy of Higher Education in India have developed a machine learning framework for pneumonia classification of chest X-ray images on a graphics processing unit (GPU). The framework uses data augmentation and transfer learning to create a comprehensive and diverse dataset, and nine state-of-the-art neural CNN models to improve the accuracy of disease diagnosis from radiographic images.