K. Veen

Hybrid Deep Learning and Machine Learning Framework for Automated Pneumonia Detection from Chest X-ray Images

This research presents a hybrid framework that combines deep feature extraction with traditional machine learning techniques for automated pneumonia detection from chest X-ray images and illustrates that combining deep feature extraction with machine learning classifiers can provide accurate, interpretable, and computationally efficient pneumonia detection while supporting practical clinical deployment.