Marcel Mlynczak

18 papers Journal 7Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Machine Learning Prediction of Recurrent Vasovagal Syncope in Children Using Heart Rate Variability and Anthropometric Data - A Pilot Study.
Mach. Learn. Knowl. Extr.
Piotr Wieniawski, Jakub S. Gasior, Maciej Rosól, Marcel Mlynczak, Ewa Smereczynska-Wierzbicka, Anna Piórecka-Makula, Radoslaw Pietrzak
2024 — conf
Determination of anal sphincter injury location using impedance spectroscopy in obstetric patients.
EMBC
Marcel Mlynczak, Maciej Rosól, Kacper Korzeniewski, Piotr Iwanowski, Stefano Salvatore, Carlo Ratto, Antonino Spinelli, Katarzyna Borycka
2024 — conf
Prediction of the duration of maximal exercise test in professional adolescent football players based on the cardiorespiratory signals - a pilot study.
EMBC
Maciej Rosól, Jakub S. Gasior, Kacper Korzeniewski, Jonasz Laba, Robert Makuch, Marcel Mlynczak
2022 — conf
Causality in cardiorespiratory signals in pediatric cardiac patients.
EMBC
Maciej Rosól, Jakub S. Gasior, Iwona Walecka, Bozena Werner, Gerard Cybulski, Marcel Mlynczak
2022 J jnl
Granger causality test with nonlinear neural-network-based methods: Python package and simulation study.
Comput. Methods Programs Biomed.
Maciej Rosól, Marcel Mlynczak, Gerard Cybulski
2021 J jnl
Comparing sleep studies in terms of the apnea-hypopnea index using the dedicated Shiny web application.
Biomed. Signal Process. Control.
Marcel Mlynczak, Tulio A. Valdez, Wojciech Kukwa
2021 J jnl
Respiratory Activity during Exercise: A Feasibility Study on Transition Point Estimation Using Impedance Pneumography.
Sensors
Marcel Mlynczak, Hubert Krysztofiak
2020 J jnl
Joint Apnea and Body Position Analysis for Home Sleep Studies Using a Wireless Audio and Motion Sensor.
IEEE Access
Marcel Mlynczak, Tulio A. Valdez, Wojciech Kukwa
2020 — conf
Temporal orders and causal vector for physiological data analysis.
EMBC
Marcel Mlynczak
2019 J jnl
Cardiorespiratory profiling during simulated lunar mission using impedance pneumography.
Biomed. Signal Process. Control.
Marcel Mlynczak, Agata Kolodziejczyk, Hubert Krysztofiak, Grzegorz Ambroszkiewicz, Marek Zylinski, Gerard Cybulski
2017 — conf
Ambulatory Devices Measuring Cardiorespiratory Activity with Motion.
BIODEVICES
Marcel Mlynczak, Marek Zylinski, Wiktor Niewiadomski, Gerard Cybulski
2017 — conf
Application of Cardiac Impedance Signal in the Reservoir-Wave Model of Circulatory System in Humans.
CinC
Marek Zylinski, Wiktor Niewiadomski, Marta Sadowiec, Marcel Mlynczak, Gerard Cybulski
2017 — conf
Decomposition of the Cardiac and Respiratory Components from Impedance Pneumography Signals.
BIOSIGNALS
Marcel Mlynczak, Gerard Cybulski
2017 J jnl
Detecting Breathing and Snoring Episodes Using a Wireless Tracheal Sensor - A Feasibility Study.
IEEE J. Biomed. Health Informatics
Marcel Mlynczak, Ewa Migacz, Maciej Migacz, Wojciech Kukwa
2017 — conf
Flow Parameters Derived from Impedance Pneumography after Nonlinear Calibration based on Neural Networks.
BIOSIGNALS
Marcel Mlynczak, Gerard Cybulski
2016 — conf
Body position classification for cardiorespiratory measurement.
EMBC
Marcel Mlynczak, Martin Berka, Wiktor Niewiadomski, Gerard Cybulski
2015 — conf
Automatic cough episode detection using a vibroacoustic sensor.
EMBC
Marcel Mlynczak, Katarzyna Pariaszewska, Gerard Cybulski
2014 — conf
Ambulatory Impedance Pneumography Device for Quantitative Monitoring of Volumetric Parameters in Respiratory and Cardiac Applications.
CinC
Marcel Mlynczak, Wiktor Niewiadomski, Marek Zylinski, Gerard Cybulski