Marcel Mlynczak

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 14

Top Topics

Physiological Data

Granger Causality

Cardiac Surgery

Top Venues

Biomed. Signal Process. Control.

Publications

Maciej Rosól, Marcel Mlynczak, Gerard Cybulski
Granger causality test with nonlinear neural-network-based methods: Python package and simulation study. Comput. Methods Programs Biomed. 216 (2022)
Maciej Rosól, Jakub S. Gasior, Iwona Walecka, Bozena Werner, Gerard Cybulski, Marcel Mlynczak
Causality in cardiorespiratory signals in pediatric cardiac patients. EMBC (2022)
Marcel Mlynczak, Tulio A. Valdez, Wojciech Kukwa
Comparing sleep studies in terms of the apnea-hypopnea index using the dedicated Shiny web application. Biomed. Signal Process. Control. 68 (2021)
Marcel Mlynczak, Hubert Krysztofiak
Respiratory Activity during Exercise: A Feasibility Study on Transition Point Estimation Using Impedance Pneumography. Sensors 21 (18) (2021)
Marcel Mlynczak
Temporal orders and causal vector for physiological data analysis. EMBC (2020)
Marcel Mlynczak, Tulio A. Valdez, Wojciech Kukwa
Joint Apnea and Body Position Analysis for Home Sleep Studies Using a Wireless Audio and Motion Sensor. IEEE Access 8 (2020)
Marcel Mlynczak, Agata Kolodziejczyk, Hubert Krysztofiak, Grzegorz Ambroszkiewicz, Marek Zylinski, Gerard Cybulski
Cardiorespiratory profiling during simulated lunar mission using impedance pneumography. Biomed. Signal Process. Control. 51 (2019)
Marek Zylinski, Wiktor Niewiadomski, Marta Sadowiec, Marcel Mlynczak, Gerard Cybulski
Application of Cardiac Impedance Signal in the Reservoir-Wave Model of Circulatory System in Humans. CinC (2017)
Marcel Mlynczak, Ewa Migacz, Maciej Migacz, Wojciech Kukwa
Detecting Breathing and Snoring Episodes Using a Wireless Tracheal Sensor - A Feasibility Study. IEEE J. Biomed. Health Informatics 21 (6) (2017)
Marcel Mlynczak, Marek Zylinski, Wiktor Niewiadomski, Gerard Cybulski
Ambulatory Devices Measuring Cardiorespiratory Activity with Motion. BIODEVICES (2017)
Marcel Mlynczak, Gerard Cybulski
Flow Parameters Derived from Impedance Pneumography after Nonlinear Calibration based on Neural Networks. BIOSIGNALS (2017)
Marcel Mlynczak, Gerard Cybulski
Decomposition of the Cardiac and Respiratory Components from Impedance Pneumography Signals. BIOSIGNALS (2017)
Marcel Mlynczak, Martin Berka, Wiktor Niewiadomski, Gerard Cybulski
Body position classification for cardiorespiratory measurement. EMBC (2016)
Marcel Mlynczak, Katarzyna Pariaszewska, Gerard Cybulski
Automatic cough episode detection using a vibroacoustic sensor. EMBC (2015)
Marcel Mlynczak, Wiktor Niewiadomski, Marek Zylinski, Gerard Cybulski
Ambulatory Impedance Pneumography Device for Quantitative Monitoring of Volumetric Parameters in Respiratory and Cardiac Applications. CinC (2014)