For the algorithm training, the participating teams had access to a large annotated PET/CT dataset. All algorithms submitted for the final phase of the competition are based on deep learning methods.

It’s important to note that, in the domain of AI (i.e., computers that can imitate human intellect and behavior), deep learning is a subset of ML, and ML is a subset of AI. Commonly, ML algorithms ...

Deep learning models use various techniques—such as image classification, object detection, segmentation and optical character recognition (OCR)—to extract features from images and are trained ...