Mohini Gahlot

Reducing False-Negative Risk in Automated Pneumonia Screening Using Attention-Guided Deep Learning

An attention-enhanced deep learning framework for clinically accurate pneumonia identification from chest imaging radiology that combines a self-attention mechanism with a pretrained VGG16 backbone is proposed and tested against many cutting-edge convolutional neural network architectures.