The mission of the AI in Oncology Lab is to develop AI algorithms that allow us to better diagnose and treat cancer. The preliminary stage and treatment of cancer provides a large amount of information: medical photos and scans, description of the course of the disease, DNA, et cetera. It is a challenge for medical specialists to interpret all this information properly and arrive at a treatment plan. Self-learning algorithms can help.