About
Dr. Jan Cychnerski is an Assistant Professor at the Department of Computer Architecture within the Faculty of Electronics, Telecommunications and Informatics at Gdańsk University of Technology. His research bridges medical imaging and distributed systems, with significant contributions to AI-driven diagnostic tools and real-time communication platforms.
Research Focus: His work spans:
- Medical imaging algorithms (CT liver segmentation, Hounsfield scale optimization)
- Machine learning frameworks for healthcare R&D
- Real-time networked systems for specialized applications like music performance
- Dataset construction methodologies for medical AI
Recent publications demonstrate strong emphasis on adaptive AI solutions for radiology and oncology, with neural network innovations improving diagnostic accuracy. His interdisciplinary approach connects computer architecture with clinical needs.
Research Team: Member of Architektura Systemów Komputerowych (Computer Systems Architecture), focusing on distributed/parallel applications and systems engineering.
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