About
Piotr Augustyniak is a Professor in the Department of Biocybernetics and Biomedical Engineering at the Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering, AGH University of Science and Technology, Kraków, Poland. His research spans biomedical signal processing, wearable health monitoring systems, and advanced diagnostic algorithms. Key areas include ECG/EEG analysis, non-invasive physiological measurements, and human-computer interaction in medical contexts.
Recent publications highlight his work on:
- mobile ECG monitoring with approximate computing
- video thermography for heart failure diagnostics
- CO2-based occupancy estimation
- eye-tracking in forensic deception detection
- neural network optimization for non-uniform sampling
- EEG entropy metrics for anesthesia monitoring
His methodological focus combines:
- empirical mode decomposition
- machine learning
- real-time physiological analytics
- multimodal sensor fusion
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