Deep Learning, Artificial Intelligence, Image Classification, Medical Imaging, Radiology.
downscaled to 224×224 and normalized using ImageNet’s mean and standard deviation. Random horizontal flipping is applied for data augmentation. The final fully connected layer is replaced with one that has a single output with sigmoid nonlinearity applied. The weighted binary cross entropy loss is: