Agnieszka Pregowska received the M.Sc., Eng. degree (2008) for the application of dynamical systems methods in mechanics and machine design from the Faculty of Mechatronics, Warsaw University of Technology, and the Ph.D. (2013) for developing control and optimization methods for the study of mechanical systems dynamics from the Polish Academy of Sciences. Currently, she is an Assistant Professor at the Institute of Fundamental Technological Research Polish Academy of Sciences in Warsaw, DSc (Habilitation) (2023) at the Institute of Fundamental Technological Research, Polish Academy of Sciences, Warsaw in discipline: Information and Communication Technology (in the field of Neuroinformatics). Her scientific interests focus on the application of Information Theory and Computational Methods in Neuroinformatics and biomedical signals processing and classification. In her scientific work, she focuses in particular on the analysis and development of neural network learning algorithms. She is also involved in the applications of Extended Reality in medicine, and medical education, especially in dentistry.