Martin Tabakow

Martin Tabakow, PhD, is a researcher at the Department of Artificial Intelligence within the Faculty of Information and Communication Technology at Wrocław University of Science and Technology. His work focuses on artificial intelligence applications in medical imaging and computational biology.

• University: Wrocław University of Science and Technology
• School: Faculty of Information and Communication Technology
• Department: Artificial Intelligence
• Academic Rank: Researcher

His research interests include:

• Deep learning for histopathology and retinal disease detection
• Fuzzy logic systems and type-2 fuzzy inference
• Data bias mitigation and class imbalance solutions
• Medical image segmentation and computational healthcare

Publications (2019–2024) demonstrate expertise in using AI for biomedical applications. Notable trends include:

• Advancements in histopathological image analysis
• Development of type-2 fuzzy models for improved classification
• Focus on synthetic data generation and bias reduction
• Integration of AI with clinical diagnostic systems

Current laboratory affiliations include the Artificial Intelligence Department's research teams focused on medical applications.