The article discusses various aspects of building intelligent medical systems. The main attention is paid to "trouble spots", which include: knowledge extraction, visual images, explainable machine learning and artificial neural networks, diagnostics of combined pathology, support at various stages of clinical decision-making, intellectual cyber-physical systems, orientation on user specialty, extraction intelligent systems of personal data of patients from electronic medical records for the advancement and substantiation of diagnostic hypotheses.
Download the collections of works (PDF) at the Russian Association for Artificial Intelligence website (in Russian): http://www.raai.org/resurs/papers/cai/2021/diploms.pdf
Кобринский Б. А. Искусственный интеллект в медицине: горячие точки // Девятнадцатая Национальная конференция по искусственному интеллекту с международным участием КИИ-2021 (11–16 октября 2021 г.). Труды конференции / под ред. В. В. Борисова, Б. А. Кобринского. – Ростов-на-Дону ; Таганрог : Издательство Южного федерального университета, 2021. – С. 13-29