Title

Machine learning-based filtering system for fNIRS signals analysis purpose

Journal title

Bulletin of the Polish Academy of Sciences Technical Sciences

Yearbook

2025

Volume

73

Issue

1

Authors

Pelc, Mariusz ; Mikolajewski, Dariusz ; Luckiewicz, Adrian ; Sudol, Adam ; Mendon, Patryk ; Gorzelańczyk, Edward Jacek ; Kawala-Sterniuk, Aleksandra

Affiliation

Pelc, Mariusz : Institute of Computer Science, University of Opole, Opole, Poland ; Pelc, Mariusz : School of Computing and Mathematical Sciences, University of Greenwich, London, UK ; Mikolajewski, Dariusz : Institute of Computer Science, Kazimierz Wielki University in Bydgoszcz, Bydgoszcz, Poland ; Mikolajewski, Dariusz : Neuropsychological Research Unit, 2nd Clinic of the Psychiatry and Psychiatric Rehabilitation, Medical University in Lublin, Lublin, Poland ; Luckiewicz, Adrian : Faculty of Electrical Engineering, Institute of Theory of Electrical Engineering, Measurement and Information Systems,Warsaw University of Technology, Warszawa, Poland ; Sudol, Adam : University of Applied Sciences in Nysa, Department of Technical Sciences, Nysa, Poland ; Mendon, Patryk : Faculty of Electrical Engineering, Automatic Control and Informatics, Opole University of Technology, Opole, Poland ; Gorzelańczyk, Edward Jacek : Kazimierz Wielki University in Bydgoszcz, Institute of Philosophy, Bydgoszcz, Poland ; Gorzelańczyk, Edward Jacek : The Society for the Substitution Treatment of Addiction "Medically Assisted Recovery", 85-791 Bydgoszcz, Poland ; Kawala-Sterniuk, Aleksandra : Department of Artificial Intelligence, Faculty of Information and Communication Technology,Wroclaw University of Science and Technology, Wroclaw, Poland

Keywords

functional near-infrared spectroscopy ; biomedical signal processing ; machine learning ; filtering ; brain signals ; smoothing filtering ; cascade filtering

Divisions of PAS

Nauki Techniczne

Coverage

e152605

Date

2024.11.04

Type

Article

Identifier

DOI: 10.24425/bpasts.2024.152605