ML-Powered Biomedical Signals Processing using Hybrid Filters

• Published in: 2024 Progress in Applied Electrical Engineering (PAEE) pp. 1 - 5
• Main Authors: Pelc, Mariusz, Mikolajewski, Dariusz, Mendon, Patryk, Luckiewicz, Adrian, Sudol, Adam, Gorzelanczyk, Edward Jacek, Kawala-Sterniuk, Aleksandra
• Format: Conference Proceeding
• Language: English
• Published: IEEE 24.06.2024
• Subjects: Biological system modeling; Biomedical communication; cascade filtering; Electrical engineering; Filters; functional near-infrared spectroscopy; Machine Learning; signal processing

This paper deals with the problem of signals filtering using hybrid filters. Such solutions may prove to be especially beneficial in the context of biomedical signals filtering where the signals' amplitudes are typically not very high and they can be easily affected by different kinds of distur...