Marcel Młyńczak

Fields of interest and skills

• Physiological measurements
• Cardiorespiratory activity
• Impedance pneumography
• Sports medicine
• Sleep medicine
• Data science & Machine learning
• Statistics
• Signal and image processing
• Causality
• Advanced knowledge of R, MATLAB, Python and Latex programming
• Coursera, Data Science Specialization (December 2014 - August 2015, with distinction)
• Soft Skills and cooperation with the economy (University of Alberta, Edmonton, Canada, 2015)

Bibliometry by Google Scholar

(last update: 1st October 2020)

• h-index: 7 (6 excluding self-citations)
• Sum of Full-text Publications: 41
• Sum of the Times Cited: 200
• Average Citations per Item: 4.88
• Sum of JCR papers impact factors: 46.16

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• M. Młyńczak, Tulio A. Valdez, Wojciech Kukwa
  Comparing sleep studies in terms of the Apnea-Hypopnea Index
  Submitted to Biomedical Signal Processing and Control; Pre-print stored at ArXiV with the identifier of 1908.00960.


• B. Hoffmann, A.A. Flatt, L.E.V. Silva, M. Młyńczak, R. Baranowski, E. Dziedzic, B. Werner, J.S. Gąsior
  A Pilot Study of the Reliability and Agreement of Heart Rate, Respiratory Rate and Short-Term Heart Rate Variability in Elite Modern Pentathlon Athletes
  MDPI Diagnostics (Impact Factor = 3.110; Open Access; DOI: 10.3390/diagnostics10100833)
  Publisher website, Full-text and .bib file


• M. Młyńczak, Tulio A. Valdez, Wojciech Kukwa
  Joint Apnea and Body Position Analysis for Home Sleep Studies Using a Wireless Audio and Motion Sensor
  IEEE Access 2020 (Impact Factor = 3.745; Open Access; DOI: 10.1109/ACCESS.2020.3024122)
  Publisher website, Full-text and .bib file


• M. Młyńczak
  Temporal orders and causal vector for physiological data analysis
  Proceedings of the 42nd IEEE Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'20; DOI: 10.1109/EMBC44109.2020.9176842; Pre-print stored at ArXiV with the identifier of 1908.00123; and .bib file


• H. Krysztofiak, M. Młyńczak, Ł. A. Małek, A. Folga, W. Braksator
  Left ventricular mass normalization in child and adolescent athletes must account for sex differences
  PLOS One 2020 (Impact Factor = 2.740; Open Access; DOI: 10.1371/journal.pone.0236632)
  Publisher website, Full-text and .bib file


• J. Krzywański, A. Pokrywka, M. Młyńczak, T. Mikulski
  Is vitamin D status reflected by testosterone concentration in elite athletes?
  Biology of Sport (Impact Factor = 2.202; Open Access; DOI: 10.5114/biolsport.2020.95633)
  Publisher website, Full-text and .bib file


• J. Krzywański, T. Mikulski, A. Pokrywka, M. Młyńczak, H. Krysztofiak, B. Frączek, A. Ziemba
  Vitamin B12 Status and Optimal Range for Hemoglobin Formation in Elite Athletes
  MDPI Nutrients (Impact Factor = 4.546; Open Access; DOI: 10.3390/nu12041038)
  Publisher website, Full-text and .bib file


• J. Krzywański, E. Kuchar, A. Pokrywka, T. Mikulski, I. Pilchowska, M. Młyńczak, H. Krysztofiak, J. Jurczyk, A. Ziemba, A. Nitsch-Osuch
  Safety and Impact on Training of the Influenza Vaccines in Elite Athletes Participating in the Rio 2016 Olympics
  Clinical Journal of Sport Medicine 2020 (Impact Factor = 2.224; DOI: 10.1097/JSM.0000000000000808)
  Publisher website and .bib file


• H. Krysztofiak, M. Młyńczak, Ł. A. Małek, A. Folga, W. Braksator
  Left ventricular mass normalization for body size in children based on an allometrically adjusted ratio is as accurate as normalization based on the centile curves method
  PLOS One 2019 (Impact Factor = 2.766; Open Access; DOI: 10.1371/journal.pone.0225287)
  Publisher website, Full-text and .bib file


• H. Krysztofiak, M. Młyńczak, Ł. A. Małek, A. Folga, W. Braksator
  Left ventricular mass is underestimated in overweight children because of incorrect body size variable chosen for normalization
  PLOS One 2019 (Impact Factor = 2.766; Open Access; DOI: 10.1371/journal.pone.0217637)
  Publisher website, Full-text and .bib file


• K. Borycka-Kiciak, M. Młyńczak, A. Kiciak, P. Pietrzak, A. Dziki
  Non-invasive obstetric anal sphincter injury diagnostics using impedance spectroscopy
  Scientific Reports 2019 (Impact Factor = 4.122; Open Access; DOI: 10.1038/s41598-019-43637-1)
  Publisher website, Full-text and .bib file


• M. Młyńczak, A. Kołodziejczyk, H. Krysztofiak, G. Ambroszkiewicz, M. Żyliński, G. Cybulski
  Cardiorespiratory profiling during simulated lunar mission using impedance pneumography
  Biomedical Signal Processing and Control 2019 (Impact Factor = 2.783; DOI: 10.1016/j.bspc.2019.02.015)
  Publisher website and .bib file


• M. Młyńczak, H. Krysztofiak
  Cardiorespiratory temporal causal links and the differences by sport or lack thereof
  Frontiers in Physiology 2019 (Impact Factor = 3.394; Open Access; DOI: 10.3389/fphys.2019.00045)
  Publisher website, Full-text, .bib file and Supplementary Materials


• M. Młyńczak, H. Krysztofiak
  Discovery of causal paths in cardiorespiratory parameters: a time-independent approach in elite athletes
  Frontiers in Physiology 2018 (Impact Factor = 3.394; Open Access; DOI: 10.3389/fphys.2018.01455)
  Publisher website, Full-text, .bib file and Supplementary Materials


• H. Krysztofiak, Ł. A. Małek, M. Młyńczak, A. Folga, W. Braksator
  Comparison of echocardiographic linear dimensions for male and female child and adolescent athletes with published pediatric normative data
  PLOS One 2018 (Impact Factor = 2.766; Open Access; DOI: 10.1371/journal.pone.0205459)
  Publisher website, Full-text and .bib file


• H. Krysztofiak, M. Młyńczak, A. Folga, W. Braksator, Ł. A. Małek
  Normal Values for Left Ventricular Mass in Relation to Lean Body Mass in Child and Adolescent Athletes
  Pediatric Cardiology 2018 (Impact Factor = 1.540; Open Access; DOI: 10.1007/s00246-018-1982-9)
  Publisher website, Full-text and .bib file


• M. Młyńczak, E. Migacz, M. Migacz, W. Kukwa
  Detecting breathing and snoring episodes using a wireless tracheal sensor - a feasibility study
  IEEE Journal of Biomedical and Health Informatics 2017 (Impact Factor = 3.451; DOI: 10.1109/JBHI.2016.2632976)
  Publisher website, Post-print version and .bib file


• J. Krzywański, T. Mikulski, H. Krysztofiak, M. Młyńczak, E. Gaczyńska, A. Ziemba
  Seasonal Vitamin D Status in Polish Elite Athletes in Relation to Sun Exposure and Oral Supplementation
  PLOS One 2016 (Impact Factor = 2.806; Open Access; DOI: 10.1371/journal.pone.0101659)
  Publisher website, Full-text and .bib file


• M. Młyńczak, W. Niewiadomski, M. Żyliński, G. Cybulski
  Assessment of calibration methods on impedance pneumography accuracy
  Biomedical Engineering/Biomedizinische Technik 2016 (Impact Factor = 0.915; DOI: 10.1515/bmt-2015-0125)
  Publisher website, Full-text and .bib file

I am going to attend listed conferences

Awards

• October 2020 - 1st degree Individual Scientific Award of the WUT Rector (for the series of publications on causality analysis in biomedical signals)
• February 2017 - Best Student Paper Award (during BIOSIGNALS 2017 Conference); Link to the conference announcement
• August 2016 - NSF Young Professionals (Smart and Connected Health; during IEEE EMBC 2016)
• June 2014 - Minister of Science and Higher Education Scholarship

Memberships

• IEEE, Member
• Engineering in Medicine and Biology Society, EMBS, IEEE
• Big Data Community, IEEE
• Cloud Computing Community, IEEE
• Digital Senses Community, IEEE
• Entrepreneurship Exchange Community, IEEE
• Internet of Things Community, IEEE
• Life Sciences Community, IEEE