Marcel Młyńczak

Proceedings, abstracts and talks

27 full-paper proceedings, 19 conference abstracts and 22 conferences. Journal papers are on the main page.

Full-paper proceedings

Determination of anal sphincter injury location using impedance spectroscopy in obstetric patients

M. Młyńczak; M. Rosoł; K. Korzeniewski; P. Iwanowski; S. Salvatore; C. Ratto; A. Spinelli; K. Borycka

Proceedings of the 46th IEEE Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'2410.1109/EMBC53108.2024.10782955

IEEE Xplore

Prediction of the duration of maximal exercise test in professional adolescent football players based on the cardiorespiratory signals – a pilot study

M. Rosoł; J.S. Gąsior; K. Korzeniewski; J. Łaba; R. Makuch; M. Młyńczak

Proceedings of the 46th IEEE Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'2410.1109/EMBC53108.2024.10782255

IEEE Xplore

Exploration of Heart Rate Variability for the Prediction of Performance in Youth Footballers

K. Korzeniewski; J.S. Gąsior; M. Mikielewicz; M. Rosoł; R. Makuch; M. Młyńczak

Proceedings of the CinC '2410.22489/CinC.2024.136

PDF

Causality in cardiorespiratory signals in pediatric cardiac patients

M. Rosoł, J.S. Gąsior, I. Walecka, B. Werner, G. Cybulski, M. Młyńczak

Proceedings of the 44th IEEE Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'2210.1109/EMBC48229.2022.9871750

Pre-printIEEE Xplore

Temporal orders and causal vector for physiological data analysis

M. Młyńczak

Proceedings of the 42nd IEEE Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'2010.1109/EMBC44109.2020.9176842

arXivBibTeX

Impedance Spectroscopy Method to Detect Pelvic Floor Muscle Damage—A Feasibility Study

M. Młyńczak, K. Borycka-Kiciak, M. Uchman-Musielak, A. Dziki

World Congress on Medical Physics and Biomedical Engineering 2018, IFMBE Proceedings 68/2

PDF

Application of Cardiac Impedance Signal in the Reservoir-Wave Model of Circulatory System in Humans

M. Żyliński, W. Niewiadomski, M. Sadowiec, M. Młyńczak, G. Cybulski

Proc. of Computing in Cardiology 2017, vol. 44

PDF

Graphene electrodes for long-term impedance pneumography - a feasibility study

M. Młyńczak, M. Żyliński, D. Janczak, M. Jakubowska, W. Niewiadomski, G. Cybulski

Springer, IFMBE Proceedings 65

PDFBibTeXSlides

Motion artifact detection in respiratory signals based on Teager energy operator and accelerometer signals

M. Młyńczak, G. Cybulski

Springer, IFMBE Proceedings 65

PDFBibTeXSlides

Does asthma-like increased breathing load influence impedance pneumography signal?

M. Żyliński, W. Niewiadomski, M. Młyńczak, G. Cybulski

Springer, IFMBE Proceedings 65

PDFBibTeX

The Quality of Automatic Artifact Identification in Ambulatory Impedance Cardiography Monitoring

G. Cybulski, M. Młyńczak, M. Żyliński, A. Strasz, A. Gąsiorowska, W. Niewiadomski

Springer, IFMBE Proceedings 65

PDFBibTeX

Flow Parameters Derived from Impedance Pneumography after Nonlinear Calibration based on Neural Networks

M. Młyńczak, G. Cybulski

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017) - Volume 4: BIOSIGNALS, pages 70-77

PDFSlides

Decomposition of the Cardiac and Respiratory Components from Impedance Pneumography Signals

M. Młyńczak, G. Cybulski

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017) - Volume 4: BIOSIGNALS, pages 26-33

PDFSlides

Ambulatory Devices Measuring Cardiorespiratory Activity with Motion

M. Młyńczak, M. Żyliński, W. Niewiadomski, G. Cybulski

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017) - Volume 1: BIODEVICES, pages 91-97

PDFSlides

Body position classification for cardiorespiratory measurement

M. Młyńczak, M. Berka, W. Niewiadomski, G. Cybulski

Proc. of IEEE EMBS EMBC 2016

PDFBibTeX

Improvement of Body Posture Changes Detection during Ambulatory Respiratory Measurements Using Impedance Pneumography Signals

M. Młyńczak, G. Cybulski

Springer, IFMBE Proceedings 57

PDFBibTeX

Impact of breathing mechanics, body posture and physique on heart rate variability

M. Młyńczak, W. Niewiadomski, G. Cybulski

Advanced Mechatronics Solutions, Springer 2016

PDFBibTeX

Automatic cough episode detection using a vibroacoustic sensor

M. Młyńczak, K. Pariaszewska, G. Cybulski

Proc. of IEEE EMBS EMBC 2015

PDFBibTeX

Analyzing non-respiratory movements of the chest: methods and devices

K. Pariaszewska, M. Młyńczak, G. Cybulski

Proc. of SPIE 9662, 2015

PDFBibTeX

Individualization of the parameters of the 3-elements Windkessel model using carotid pulse signal

M. Żyliński, W. Niewiadomski, A. Strasz, A. Gąsiorowska, M. Berka, M. Młyńczak, G. Cybulski

Proc. of SPIE 9662, 2015

PDFBibTeX

Ambulatory impedance pneumography device for quantitative monitoring of volumetric parameters in respiratory and cardiac applications

M. Młyńczak, W. Niewiadomski, M. Żyliński, G. Cybulski

Proc. of CinC 2014

PDFBibTeX

Verification of the respiratory parameters derived from Impedance Pneumography during normal and deep breathing in three body postures

M. Młyńczak, W. Niewiadomski, M. Żyliński, G. Cybulski

Proc. MBEC IFMBE 2014

PDFBibTeX

Ability to determine dynamic respiratory parameters evaluated during Forced Vital Capacity maneuver using Impedance Pneumography

M. Młyńczak, W. Niewiadomski, M. Żyliński, G. Cybulski

Proc. MBEC IFMBE 2014

PDFBibTeX

Design and construction of the Artificial Patient module for testing bioimpedance measuring devices

M. Młyńczak, K. Pariaszewska, W. Niewiadomski, G. Cybulski

Proc. SPIE 8903, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments, SPIE Digital Library, 2013

PDFBibTeX

Digital stethoscope system – the feasibility of cardiac auscultation

K. Pariaszewska, M. Młyńczak, W. Niewiadomski, G. Cybulski

Proc. SPIE 8903, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments, SPIE Digital Library, 2013

PDFBibTeX

Impedance pneumography – is it possible?

M. Młyńczak, G. Cybulski

Proc. SPIE 8454, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments, SPIE Digital Library, 2012

PDFBibTeX

Możliwość realizacji polifizjografii kardiologiczno- oddechowej z wykorzystaniem reopneumografii impedancyjnej

M. Młyńczak

Inżynieria Biomedyczna – Acta Bio-Optica et Informatica Medica vol. 18/2, Kraków 2012

PDFBibTeX

Conference abstracts

Bridging Global and Local Causal Discovery in Physiology: From Observational Networks to Dynamic Cardiorespiratory Interactions

M. Młyńczak

Cardiovascular and Cardiorespiratory Interactions, Jessenius Faculty of Medicine, Comenius University, Martin, Slovakia, 2026

Pneumonitor 4: An Ambulatory System for Quantitative Cardiorespiratory Monitoring with Motion Tracking

M. Młyńczak, K. Korzeniewski, M. Rosoł, J.S. Gąsior

Proceedings of BMES 2025 Annual Meeting

Correlation of Early Postpartum Anal/Faecal Incontinence with Endoanal Ultrasound, Digital Rectal Examination, Machine Learning-supported Electric Impedance Spectroscopy, and High-Resolution Anorectal Manometry Results: Exploratory Results from a Prospective, Comparative, Multicentre Clinical Study

R. Fernando, H. Herman, M. Uchman-Musielak, E. Dosedla, E. Gonzalez Diaz, P. Janku, S. Athanasiou, J. Baekelandt, A. Dziki, R. Franco, M. Grzesiak, C. Ratto, P. Oszukowski, D. Rizk, S. Salvatore, A. Stuart, R. De Tayrac, A. Spinelli, M. Młyńczak, P. Iwanowski, K. Korzeniewski, M. Rosoł, K. Borycka

Proceedings of ICS 2024 Madrid10.1016/j.cont.2024.101649

Publisher

Comparaison de la spectroscopie d'impédance électrique et de la manométrie anorectale assistées par l'apprentissage automatique dans la détection des lésions obstétricales du sphincter anal (LOSA): Informations post-hoc d'une étude clinique prospective multicentrique [Comparison of electrical impedance spectroscopy and anorectal manometry assisted by machine learning in the detection of obstetric anal sphincter injury (OASI): Post-hoc information from a multicentre prospective clinical study]

R. de Tayrac, H. Heřman, P. Janku, M. Uchman-Musielak, E. Dosedla, E. Gonzalez Diaz, M. Młyńczak, K. Korzeniewski, P. Iwanowski, K. Borycka

Congress de la SIFUD-PP 2024 (Antibes, France)

Konzept für einen zusammengesetzten, auf dem Desirability of Outcome Ranking (DOOR) basierenden Endpunkt für prospektive klinische Studien zur Bewertung der Diagnostik und der klinischen Ergebnisse von geburtsbedingten Analsphinkterverletzungen [Concept for a composite Desirability of Outcome Ranking (DOOR)-based endpoint for prospective clinical trials to assess the diagnosis and clinical outcomes of obstetric anal sphincter injuries]

J. Baekelandt, P. Iwanowski, K. Borycka, M. Młyńczak, S. Athanasiou, A. Dziki, R. Fernando, R. Franco, M. Grzesiak, P. Oszukowski, H. Heřman, C. Ratto, D.E.A. Rizk, S. Salvatore, A. Stuart, R. de Tayrac, A. Spinelli

Kongress der Dt. Gesellschaft für Pränatal- und Geburtsmedizin DGPGM 2024 (Stuttgart, Germany); Zeitschrift für Geburtshilfe und Neonatologie 202410.1055/s-0044-1786641

Publisher

Comparative Evaluation of OASIS Classification and Norderval Score Applied to Objectivise Endoanal Ultrasound Interpretation for the Diagnosis of Obstetric Anal Sphincter Injuries: A post-hoc Analysis from a Pivotal Clinical Investigation

A. Stuart, M. Młyńczak, K. Korzeniewski, P. Iwanowski, K. Borycka, M. Rosoł, H. Heřman, P. Janku, M. Uchman-Musielak, E. Dosedla, E. Gonzalez Diaz, S. Athanasiou, J. Baekelandt, A. Dziki, R. Franco, M. Grzesiak, P. Oszukowski, C. Ratto, D.E.A. Rizk, S. Salvatore, R. de Tayrac, A. Spinelli

7th Arctic Pelvic Floor Meeting 2024 (APFM; Tromso, Norway)

Využití telemedicíny v porodnické péči - Projekt hybridní péče v UPMD-Meddibaby + ONIRY 2024 [Use of telemedicine in obstetric care - Hybrid care project at UPMD-Meddibaby + ONIRY 2024]

H. Herman, K. Trojanova, A. Faridova, O. Tefr, A. Sustek, K. Borycka, P. Iwanowski, M. Młyńczak

Kongres CGPS CLS Jep S Mezinarodni Ucasti (Karlovy Vary, Czechia) 2024

Centrum léčby porodního poraněn ONIRY [Centre for the Treatment of Birth Injuries ONIRY]

K. Zapletal, H. Herman, K. Trojanova, K. Grohregin, K. Borycka, P. Iwanowski, M. Młyńczak, R. Gurlich, D. Benesova, P. Slauf

Kongres CGPS CLS Jep S Mezinarodni Ucasti (Karlovy Vary, Czechia) 2024

Impedance spectroscopy for the diagnosis of obstetric anal sphincter injuries: the pilot experience

K. Borycka, M. Młyńczak, M. Rosoł, P. Iwanowski, M. Uchman-Musielak, M. Mik, I. Sudoł-Szopińska, H. Herman, C. Ratto, A. Dziki, E. Wlaźlak, G. Surkont, M. Krzycka, P. Pająk, A. Spinelli

15th Congress of European Society of Gynecology 2023

Neural-network-based Granger causality approach for assessment of respiratory sinus arrythmia in a pediatric cardiac patients

M. Rosoł, J. Gąsior, I. Walecka, B. Werner, G. Cybulski, M. Młyńczak

Proceedings of Kasprowisko 2022 (XXVIII Konferencja Szkoleniowa Asocjacji Elektrokardiologii Nieinwazyjnej i Telemedycyny Polskiego Towarzystwa Kardiologicznego)

Abstract

Data-driven search for causal paths in cardiorespiratory parameters

M. Młyńczak

Proceedings of Kasprowisko 2019 (XXV Konferencja Szkoleniowa i XXI Konferencja Wspólna Sekcji Elektrokardiologii Nieinwazyjnej i Telemedycyny oraz ISHNE)

Slides

Ambulatoryjne monitorowanie metodami bioimpedancyjnymi: możliwości i ograniczenia

G. Cybulski, M. Młyńczak, M. Żyliński, W. Niewiadomski

II Forum Dialogu Nauka-Przemysł; IV seminarium platformy InterBiomed PW, Warszawa 2018

Ambulatory bioimpedance monitoring: possibilities and limits

Zaopatrzenie organizmu w witaminę D a profil lipidowy u sportowców wyczynowych

J. Krzywański, R. Mierzyński, M. Młyńczak, A. Pokrywka, H. Krysztofiak, T. Mikulski

Międzynarodowy Kongres Naukowy Polskiego Towarzystwa Medycyny Sportowej, Gdynia 2018

Vitamin D supplementation versus lipid profile in professional athletes

Stężenie witaminy B12 u sportowców wyczynowych a wskaźniki morfotyczne krwi

J. Krzywański, T. Mikulski, M. Młyńczak, A. Pokrywka, H. Krysztofiak, A. Ziemba

Międzynarodowy Kongres Naukowy Polskiego Towarzystwa Medycyny Sportowej, Gdynia 2018

Vitamin B12 concentration versus morphotic blood indicators in professional athletes

Zależność pomiędzy statusem witaminy D a stężeniem testosteronu

J. Krzywański, M. Gałązka, M. Młyńczak, A. Pokrywka, H. Krysztofiak, T. Mikulski

Międzynarodowy Kongres Naukowy Polskiego Towarzystwa Medycyny Sportowej, Gdynia 2018

The relationship between vitamin D status and testosterone concentration in professional athletes

Determining cardiorespiratory causal paths in elite athletes in supine position

M. Młyńczak, H. Krysztofiak, G. Cybulski

Proceedings of International Conference on Biomedical and Health Informatics, 2018

PDF

Analysis of Cardiorespiratory Coupling in Athletes in Rest using Causal Approach

M. Młyńczak, H. Krysztofiak, M. Żyliński, G. Cybulski

Proceedings of Kasprowisko 2017 (XXIII Konferencja Szkoleniowa i XIX Konferencja Wspólna Sekcji Elektrokardiologii Nieinwazyjnej i Telemedycyny oraz ISHNE)

AbstractSlides

Determining breathing or snoring episodes and apneas during sleep using acoustic signal from the neck

M. Młyńczak, W. Kukwa, E. Migacz, M. Migacz

European Respiratory Journal 48, Supplement 60 (ERS Congress 2016 - Abstracts)

PublisherBibTeX

Detecting breathing route during sleep in children using acoustic signal from the nose

M. Młyńczak, W. Kukwa, E. Migacz, M. Migacz

European Respiratory Journal 48, Supplement 60 (ERS Congress 2016 - Abstracts)

PublisherBibTeX

Conferences

  1. 2-4 November 2026

    Martin (Slovakia)

    Cardiovascular and Cardiorespiratory Interactions, Jessenius Faculty of Medicine, Comenius University

    • Bridging Global and Local Causal Discovery in Physiology: From Observational Networks to Dynamic Cardiorespiratory Interactions
  2. 8-12 October 2025

    San Diego (CA, USA)

    BMES 2025 Annual Meeting

    • Pneumonitor 4: An Ambulatory System for Quantitative Cardiorespiratory Monitoring with Motion Tracking
  3. 29 May 2025

    Warsaw (Poland)

    PTFM-OW "O pacjencie"

    • Współpraca z lekarzem - perspektywa inżyniera biomedycznego
    • Jak wykorzystywać interwencje do badania związków przyczynowo-skutkowych?
  4. 16 July 2024

    Orlando (FL, US)

    46th Annual International Conference of the IEEE EMBS

    • Determination of anal sphincter injury location using impedance spectroscopy in obstetric patients
  5. 20 July 2020

    Montreal (QC, Canada)

    42nd Annual International Conference of the IEEE EMBS

    • Temporal orders and causal vector for physiological data analysis
  6. 5 June 2018

    Prague (Czech Republic)

    IUPESM '18, two orals

    • Impedance Spectroscopy Method to Detect Pelvic Floor Muscle Damage—A Feasibility Study
    • Cardiorespiratory profiling during simulated moon mission
  7. 6 March 2018

    Las Vegas (Nevada, USA)

    IEEE Conference on Biomedical and Health Informatics (BHI) 2018, poster and oral RapidFire session

    • Determining Cardiorespiratory Causal Paths in Elite Athletes in Supine Position
  8. 24-26 July 2017

    Madrid (Spain)

    6th International Conference on Data Science, Technology and Applications (DATA), listener/guest

  9. 11-15 June 2017

    Tampere (Finland)

    EMBEC'17 & NBC'17, two orals

    • Graphene electrodes for long-term impedance pneumography - a feasibility study
    • Motion artifact detection in respiratory signals based on Teager energy operator and accelerometer signals
  10. 4 March 2017

    Zakopane (Poland)

    Kasprowisko 2017, oral speech

    • Analysis of Cardiorespiratory Coupling in Athletes in Rest using Causal Approach
  11. 21-23 February 2017

    Porto (Portugal)

    BIOSTEC, the 10th International Joint Conference on Biomedical Engineering Systems and Technologies, two 30 min speeches and single 20 min one

    • Flow Parameters Derived from Impedance Pneumography after Nonlinear Calibration based on Neural Networks
    • Decomposition of the Cardiac and Respiratory Components from Impedance Pneumography Signals
    • Ambulatory Devices Measuring Cardiorespiratory Activity with Motion
  12. 5 September 2016

    London (England, Great Britain)

    ERS Congress 2016, posters at Thematic Session

    • Determining breathing or snoring episodes and apneas during sleep using acoustic signal from the neck
    • Detecting breathing route during sleep in children using acoustic signal from the nose
  13. 18 August 2016

    Orlando (Florida, USA)

    38th Annual International Conference of the IEEE EMBS, poster and oral Ignite session

    • Body position classification for cardiorespiratory measurement
  14. 30 March 2016

    Paphos (Cyprus)

    XIV MEDICON 2016, poster and short oral

    • Improvement of Body Posture Changes Detection during Ambulatory Respiratory Measurements Using Impedance Pneumography Signals
  15. 15 October 2015

    Warsaw (Poland)

    XIX Krajowa Konferencja Biocybernetyki i Inżynierii Biomedycznej, poster session

    • Klasyfikacja pozycji ciała w celu badań czynności oddechowej i pracy serca z wykorzystaniem czujników wbudowanych w telefon komórkowy
  16. 21 September 2015

    Warsaw (Poland)

    11th International Conference Mechatronics, oral session

    • Impact of breathing mechanics, body posture and physique on heart rate variability
  17. 27 August 2015

    Milano (Italy)

    37th Annual International Conference of the IEEE EMBS, poster and oral Ignite session

    • Automatic Cough Episode Detection using a Vibroacoustic Sensor
  18. 29 May 2015

    Wilga (Poland)

    XXXVI-th IEEE-SPIE Joint Symposium, oral session

    • Assessment of causality between breathing and heart activity signals
    • Analysing non-respiratory movements of the chest: methods and devices
  19. 10 September 2014

    Dubrovnik (Croatia)

    6th IFMBE MBEC, posters

    • Ability to determine dynamic respiratory parameters evaluated during Forced Vital Capacity maneuver using Impedance Pneumography
    • Verification of the respiratory parameters derived from Impedance Pneumography during normal and deep breathing in three body postures
  20. 31 May 2013

    Wilga (Poland)

    XXXII-th IEEE-SPIE Joint Symposium, oral session

    • Design and construction of the Artificial Patient module for testing bioimpedance measuring devices
  21. 31 May 2012

    Wilga (Poland)

    XXX-th IEEE-SPIE Joint Symposium, oral session

    • Ambulatory impedance pneumography – is it possible?
  22. 24 May 2012

    Cracow (Poland)

    2nd OKIBEdu Conference, oral session

    • O możliwości realizacji polifizjografii kardiologiczno-oddechowej z wykorzystaniem reopneumografii impedancyjnej