Przemyslaw Wiktor Pardel

AI Conference 2025 (Warsaw & Online)
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Meet Przemyslaw Wiktor Pardel

Przemyslaw Wiktor Pardel

LT: How AI Supports Clinicians When Data Misleads and Criteria Collide

Clinical decision-making is often challenged by noisy data and conflicting diagnostic criteria. In this talk, I will show how artificial intelligence can support clinicians when information is misleading or incomplete. By detecting pathologies in medical data and applying multi-criteria decision-making techniques, AI can highlight inconsistencies and suggest ways to resolve conflicting criteria. This approach does not replace the doctor but enhances their ability to make transparent and robust decisions. I will briefly outline a vision where AI acts as a co-pilot in healthcare, improving safety, efficiency, and trust in clinical decision-making.

Przemyslaw Wiktor Pardel - Assistant Professor, Scientist & Inventor, Solution Architect, University of Rzeszow | Poland

Przemysław Wiktor Pardel, PhD, is an Assistant Professor and researcher with over 16 years of experience in data analysis, machine learning, and applied AI. He has worked in both academia and industry, including research and innovation projects at Google, where he supported initiatives combining advanced technologies with real-world applications. His academic and professional background includes developing intelligent systems for healthcare and financial services, with a strong focus on decision support and anomaly detection. Currently, he is shaping his habilitation research around methods for detecting data pathologies and resolving conflicts in multi-criteria decision-making, with applications in medicine, public health, and sports science. He is passionate about bridging the gap between research and practice through interdisciplinary collaborations.

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