6th International Workshop on New Approaches for

Multidimensional Signal Processing

NAMSP 2025

Technical University of Sofia, Sofia, Bulgaria

July 24-26, 2025

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Plenary Speakers

Prof. Dr. Mariofanna Milanova, Professor of Computer Science at the University of Arkansas at Little Rock, USA, Senior Member of IEEE

Title of Lecture:

AI Agents-Driven Multidimensional Medical Imaging and Diagnostics

Abstract: During the presentation, we’ll explore the integration of AI agents into multidimensional medical imaging and diagnostics. Key application areas to be discussed include: automated analysis of various imaging modalities and data integration, personalized treatment planning, predictive analytics, and modeling of disease progression. New foundational models introduce a cutting-edge methodology and overcome manual labeling and model transferability challenges. Outcomes are showcased utilizing various datasets. All participants will receive a personal code to access NVIDIA online courses for free.

Biographical Notes:
Dr. Mariofanna Milanova is a professor in the Department of Computer Science at UA Little Rock and has been a faculty member since 2001. She received a M.Sc. in Expert Systems and Artificial Intelligence and Ph.D. in Engineering and Computer Science from the Technical University, Sofia, Bulgaria. Dr. Milanova conducted post-doctoral research in visual perception at the University of Paderborn, Germany. Dr. Milanova has extensive academic experience at various academic and research organizations worldwide.
Dr. Milanova is an IEEE Senior Member, Fulbright U.S. Scholar, and NVIDIA Deep Learning Institute University Ambassador. NSF, NIH, DARPA, DoD, Homeland Security, NATO, Nokia Bell Lab, NJ, USA, and NOKIA, Finland support Dr. Milanova’s work. She has published over 130 publications, over 53 journal papers, 45 book chapters, and numerous conference papers. She also has two patents.