2024

• Anna Filipowska, Wojciech Filipowski, Julia Mieszczanin, Katarzyna Bryzik, Maciej Henkel, Emilia Skwarek, Paweł Raif, Szymon Sieciński, Rafał Doniec, Barbara Mika, Julia Bodak, Piotr Ferst, Marcin Pieniążek, Kamil Pilarski and Marcin Grzegorzek "Pattern Recognition in the Processing of Electromyographic Signals for Selected Expressions of Polish Sign Language";Sensors 2024, 24(20), 6710; https://doi.org/10.3390/s24206710
• Anna Filipowska, Wojciech Filipowski, Paweł Raif, Marcin Pieniążek, Julia Bodak,Piotr Ferst, Kamil Pilarski, Szymon Sieciński, Rafał Jan Doniec, Julia Mieszczanin, Emilia Skwarek, Katarzyna Bryzik, Maciej Henkel and Marcin Grzegorzek "Machine Learning-Based Gesture Recognition Glove: Design and Implementation";Sensors 24(18), 6157; https://doi.org/10.3390/s24186157
• Rafał Doniec, Eva Odima Berepiki, Natalia Piaseczna, Szymon, Sieciński, Artur Piet, Muhammad Tausif Irshad, Ewaryst Tkacz, Marcin, Grzegorzek, Wojciech Glinkowski; "Cardiovascular Disease Preliminary Diagnosis Application Using SQL Queries: Filling Diagnostic Gaps in Resource-Constrained Environments"; Applied Sciences 14, no. 3: 1320. https://doi.org/10.3390/app14031320
• Rafał Doniec, Natalia Piaseczna, Konrad Duraj, Szymon Sieciński, Muhammad Tausif Irshad, Ilona Karpiel, Mirella Urzeniczok, Xinyu Huang, Artur Piet, Muhammad Adeel Nisar, Marcin Grzegorzek; "The detection of alcohol intoxication using electrooculography signals from smart glasses and machine learning techniques"; Systems and Soft Computing, 2024, I6, 1-39, 200078; https://doi.org/10.1016/j.sasc.2024.200078
• Piaseczna, N.; Doniec, R.; Sieciński, S.; Barańska, K.; Jędrychowski, M.; Grzegorzek, M.; "Driving Reality vs Simulator: Data Distinctions",Electronics 2024, 13(14), 2708; https://doi.org/10.3390/electronics13142708
• Rimsha Fatima, Muhammad Adeel Nisar, Rafał Doniec, Muhammad Shahid Farid, Marcin Grzegorzek, Muhammad Hassan Khan; "A systematic evaluation of feature encoding techniques for gait analysis using multimodal sensory data", Sensors 2024, 24(1), 75; https://doi.org/10.3390/s24010075

2023

• Rafał Doniec, Justyna Konior, Szymon Sieciński, Artur Piet, Muhammad Tausif Irshad, Natalia Piaseczna, Md Abid Hasan, Frédéric Li, Muhammad Adeel Nisar and Marcin Grzegorzek: Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks", A special issue of Sensors, Sensors 2023, 23(12), 5551; https://doi.org/10.3390/s23125551
• Doniec R. J., Natalia J. Piaseczna, Karen A. Szymczyk, Barbara Jacennik, Szymon Sieciński, Katarzyna Mocny-Pachonska, Konrad Duraj, Tomasz Cedro, Ewaryst J. Tkacz, and Wojciech M. Glinkowski: "Experiences of the Telemedicine and eHealth Conferences in Poland—A Cross-National Overview of Progress in Telemedicine", A special issue of Applied Sciences, Applied Sciences, 2023, 13(1), 587; https://doi.org/10.3390/app13010587

2022

• Hozhabr Hawzhin Pour, Frédéric Li, Lukas Wegmeth, Christian Trense, Rafał Doniec, Marcin Grzegorzek, Roland Wismüller:"A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars", Sensors 2022, 22(10), 3634; https://doi.org/10.3390/s22103634
• Rafał Doniec, Natalia Piaseczna, Frédéric Li, Konrad Duraj, Hawzhin Hozhabr Pour, Marcin Grzegorzek, Katarzyna Mocny-Pachońska, Ewaryst Tkacz: "Classification of Roads and Types of Public Roads Using EOG Smart Glasses and an Algorithm Based on Machine Learning while Driving a Car", Electronics 2022, 11(18), 2960; https://doi.org/10.3390/electronics11182960

2021

• Mocny-Pachońska, K.; Doniec, R.J.; Wójcik, S.; Sieciński, S.; Piaseczna, N.J.; Duraj, K.M.;  Evaluation of the Most Stressful Dental Treatment Procedures of Conservative Dentistry among Polish Dental Students. Int. J. Environ. Res. Public Health 2021, 18, 4448. https://doi.org/10.3390/ijerph18094448
• Mocny-Pachońska K.; Doniec R. J.; Sieciński S.; Piaseczna N. J.; Pachoński M.; Tkacz, The Relationship between Stress Levels Measured by a Questionnaire and the Data Obtained by Smart Glasses and Finger Pulse Oximeters among Polish Dental Students.", Applied Sciences, 2021, 11(18), 8648; https://doi.org/10.3390/app11188648
• Bartłomiej Sawaryn, Natalia Piaseczna, Szymon Sieciński, Rafał J. Doniec, Konrad Duraj, Dariusz Komorowski, Ewaryst J. Tkacz, "The assessment of the condition of knee joint surfaces with Acoustic Emission Analysis.", Sensors, 2021, 21(19), 6495; https://doi.org/10.3390/s21196495
• Agnieszka Radziun, Rafał Doniec, Szymon Sieciński, Natalia Piaseczna, Katarzyna M ocny-Pachońska, Mar ta Cieślik-Wegemund, Konrad Duraj, Marta Tanasiewicz, Ewaryst Tkacz, (2021), Smartphone-Based Color Measurement of Tooth Shade Guide in Clinical Lighting Conditions.", Annals of Computer Science and Information Systems, Volume 25, ISSN 2300-5963, https://dx.doi.org/10.15439/978-83-959183-6-0
• Doniec R; Wójcik S.; Valverde R.; Piaseczna N; Sieciński S.;Duraj K;  Tkacz E.,"Extreme Situation Experienced by Dental Students of the Medical University of Silesia Due to the SARS-CoV-2 Epidemic during the First Lockdown". Healthcare 2021, 9(11), 1513; https://doi.org/10.3390/healthcare9111513

2020

• Doniec, R.J.; Sieciński, S.; Duraj, K.M.; Piaseczna, N.J.; Mocny-Pachońska, K.; Tkacz, E.J. Recognition of Drivers’ Activity Based on 1D Convolutional Neural Network. Electronics 2020, 9, 2002. https://doi.org/10.3390/electronics9122002
• Mocny-Pachońska, K.; Trzcionka, A.; Doniec, R.J.; Sieciński, S.; Tanasiewicz, M. The Influence of Gender and Year of Study on Stress Levels and Coping Strategies among Polish Dental. Medicina 2020, 56, 531. https://doi.org/10.3390/medicina56100531
• Mocny-Pachońska K, Doniec R, Trzcionka A, Pachoński M, Piaseczna N, Sieciński S, Osadcha O, Łanowy P, Tanasiewicz M. 2020. Evaluating the stress-response of dental students to the dental school environment. PeerJ 8:e8981 https://peerj.com/articles/8981/

2016

• R. Doniec, P. Sekuła, H. Brandenburg (redakcja), "Project and program management on the example of the gis undertaking", „Les projets locaux et régionaux. Les meilleures pratiques & Le rôle descompétences, Volume 2, p. 57-72, ISBN 978-2-95-504581-7, EDIMAP Éditions Digitales en Management de Projet, Paris, http://www.edimap.org/73

2015

• R.J. Doniec, S. Scheller, " Establishing the best practices in innovation on the basis of elements of cooperation between the government, educational institutions and a private sector". (The Online Journal of Applied Knowledge Management - (OJAKM), Volume 3, Issue 2, 2015 p.54-67,ISSN:2325-4688), Katowice,PL, http://www.iiakm.org/ojakm/articles/2015/volume3_2/OJAKM_Volume3_2pp54-67.pdf
• R. Doniec, "Telemedicine in monitoring diabetes ", Journal The Advances in mHealth, eHealth, Telemedicine and Medical Informatics, January 2018, Vol. 2, No. 1, p.10-14, e-ISSN: 2544-8412, Poland,https://new.e-health.pl/advances/issues/

2014

• R. Doniec, "Development of Good Practices in Cooperation With the Use of Educational Offer of Academic Centers for Employees of an International Corporation", Journal of US-China Public Administration, September 2014, Vol. 11, No. 9, p.790-796, ISSN:1642-6037, USA wykaz MNiSW z 01.2017, str.121, lp.1356, lista B, pkt.9), http://www.davidpublisher.com/Public/uploads/Contribute/5509183d74d24.pdf

2010

• R.Doniec, “The remote control system of the insulin level “, Journal of Medical Informatics & Technologies; vol. 15/2010, p. 201–208, ISSN:1642-6037, Zakopane, PL, wykaz MNiSW z 12.2013, lista B, pkt.6), https://pdfs.semanticscholar.org/9a15/a67d90d1cd6acbbf84e66c5726083d97fca1.pdf

2008

• R. DONIEC, Kalina DONIEC, Jolanta DONIEC-WOLNIK, Krzysztof GOWOREK,“The website control system of the human body insulin level“, Journal of Medical Informatics & Technologies, Vol. 12/2008, p.103-108, ISSN:1642-6037, Szczawnica, PL http://jmit.us.edu.pl/cms/jmitjrn/12/MIT_2008-14.pdf