Deep Learning, Artificial Intelligence, Image Classification, Medical Imaging, Radiology.
detection task is a binary classification problem, where the input is a frontal-view chest X-ray image X and the output is a binary label y, indicating the absence or presence of pneumonia. ImageNet-pretrained 121-layer DenseNet is used. Before inputting the images into the network, the images are