N. P. Nainika

FPGA-Based ResNet-50 Acceleration for Automated Pneumonia Detection from Chest X-Ray Images

Pneumonia remains a leading cause of morbidity and mortality worldwide, and timely radiological screening is essential for effective treatment, particularly in settings where specialist radiologists are scarce. Convolutional neural networks (CNNs) classify chest X-ray images as normal or pneumonic with high accuracy, b...