Karol Antczak

Karol Antczak, PhD, is a research and teaching assistant professor at the Faculty of Cybernetics, Warsaw University of Technology. He earned his doctorate in 2019 and focuses on interdisciplinary research bridging computer science, artificial intelligence, and medical diagnostics.

• Affiliation: Faculty of Cybernetics, Warsaw University of Technology
• Academic Rank: Assistant Professor

Research Interests

His work centers on network artificial data generation, feature learning, and optimization techniques applied to computer systems and medical diagnosis. Specific areas include ECG signal processing, denoising autoencoders, convolutional neural networks, and generative adversarial networks. He also investigates sensor protocols, databases, and threshold rank optimization in artificial data contexts.