Pneumonia Detection Based on Image Analysis Using Machine Learning

Pneumonia is an inflammatory disease of the lung led by many parasites, viruses, and, in some instances, pathogens. Pneumonia is a condition that can sometimes be fatal as it is especially serious in immune-compromised people, geriatric patients, and young children. Based on the principles of medical image analysis using various deep learning algorithms, such as ResNet, Inception, and VGG, the diagnosis of the patient below, which has been diagnosed with pneumonia from the patient's x-ray and CT scan images, shall be worked out by the authors, enabling early pneumonia diagnosis for proper and timely treatment of the disease.