A software product that assists doctors radiologists and oncologists, helping to detect pathologies in the early stages. The project uses a unique technology for constructing mathematical models of patient presentation for diagnosing diseases and analyzing their course using heterogeneous data (medical images, videos, structured and unstructured data from medical records, analysis results, etc.).