Detection of Pneumonia Disease using Chest Radiograph Image Dataset
Description
The dataset is designed for the study and development of deep learning and machine learning models for pneumonia detection and classification. This dataset contains 504 primary chest X-ray images collected from various pathology labs of the Bhopal area into two classes: (1) Normal: 204 images (2) Pneumonia: 300 images -------------------------------------------- Image Description Format: JPEG / PNG Modality: Chest X-ray (CXR) Color: Grayscale Status: Primary dataset (raw and unprocessed) ----------------------------------------------- Applications: • Binary classification for Pneumonia vs. Normal chest X-ray • Train Deep learning models to automate diagnosis • Develop a mechanism for Computer-aided diagnosis (CAD) • Medical image processing, academic research ---------------------------------------------------------- Category: Artificial Intelligence, Deep Learning, Computer Vision, Clustering, Image processing, CNN, Classification, Medical Imaging, Pneumonia, Chest X-ray