PNEUMONIA DETECTION (2021)
- Driven by a vision of democratizing healthcare through AI, this project explores the potential for providing accessible diagnostic tools in underserved regions where medical consultation is challenging. The goal is to develop AI-powered health services that can be deployed cost-effectively in remote areas.
- Implemented a convolutional neural network using the Kaggle CoronaHack Chest X-Ray Dataset to distinguish between healthy and pneumonic chest X-rays. The model demonstrates effective classification capabilities, as shown in the test dataset samples and predictions below.
- Complete implementation details, source code, and additional analysis are available in the repository.
