Malini Joshi

A Review of Lightweight CNN Architectures and Transfer Learning Methods for Automated Pneumonia Detection

Pneumonia is a major respiratory disease that requires timely and accurate diagnosis to optimize the outcome for patients. In recent years, the most popular approach to the automated detection of pneumonia on chest X-ray (CXR) images is based on deep learning, particularly Convolutional Neural Networks (CNNs) and Trans...