Rafał Jan Doniec

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Szymon SiecińskiUniversity of Lübeck, Academy of Silesia, Silesian University of TechnologyVerificeret mail på uni-luebeck.de
Natalia PiasecznaSilesian University of TechnologyVerificeret mail på polsl.pl
Ewaryst TkaczSilesian University of Technology, Faculty of Biomedical Engineering, Titular ProfessorVerificeret mail på ib.polsl.pl
Marcin GrzegorzekProfessor | German Research Center for Artificial Intelligence (DFKI GmbH) | University of LuebeckVerificeret mail på dfki.de
Frédéric LiGerman Research Center for Artificial IntelligenceVerificeret mail på dfki.de
Muhammad Tausif IrshadUniversity of LübeckVerificeret mail på uni-luebeck.de
Hawzhin Hozhabr PourPostdoctoral Researcher at University of LübeckVerificeret mail på uni-luebeck.de
Artur PietexpandAI GmbH | University of LübeckVerificeret mail på uni-luebeck.de
Lukas WegmethPhD student, University of SiegenVerificeret mail på uni-siegen.de
Barbara JacennikPolish Telemedicine and eHealth SocietyVerificeret mail på telemedycyna.org
Oleksandra OsadchaStudent, Silesian University of TechnologyVerificeret mail på student.polsl.pl
Wojciech GlinkowskiAssociate Professor Orthopaedics and TraumatologyVerificeret mail på teleorto.pl
Md Abid HasanDoctoral Student, University of LuebeckVerificeret mail på student.uni-luebeck.de
Paweł Stanisław KostkaSilesian Univ. of Technology, Fac. of Biomedical Eng., Div. of Biomedical Inf. & AI, Prof. of SUTVerificeret mail på polsl.pl
Tomasz Bolesław CEDROIndependent ICT R&D at CeDeROMVerificeret mail på cedro.info
Dariusz KomorowskiSilesian University of TechnologyVerificeret mail på ib.polsl.pl
Raul Valverde PhD PEng CTConcordia University, Consciousness Research FoundationVerificeret mail på jmsb.concordia.ca
Subhamoy MandalIndian Institute of Technology Kharagpur, IndiaVerificeret mail på tum.de
Nassir NavabProfessor of Computer Science, Technische Universität MünchenVerificeret mail på cs.tum.edu
Matthias GrimmTechnische Universität MünchenVerificeret mail på tum.de

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Rafał Jan Doniec

Silesian University of Technology | Polish Telemedicine and eHealth Society

Verificeret mail på polsl.pl - Startside

Machine and Deep Learning Medical Data Science Pattern Recognition Sensor Data Telemedicine


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars HH Pour, F Li, L Wegmeth, C Trense, R Doniec, M Grzegorzek, ... Sensors 22 (10), 3634, 2022	50	2022
The influence of gender and year of study on stress levels and coping strategies among polish dental K Mocny-Pachońska, A Trzcionka, RJ Doniec, S Sieciński, M Tanasiewicz Medicina 56 (10), 531, 2020	39	2020
Evaluating the stress-response of dental students to the dental school environment K Mocny-Pachońska, R Doniec, A Trzcionka, M Pachoński, N Piaseczna, ... PeerJ 8, e8981, 2020	35	2020
Recognition of Drivers’ Activity Based on 1D Convolutional Neural Network R Doniec, S Sieciński, KM Duraj, NJ Piaseczna, K Mocny-Pachońska, ... Electronics 9 (12), 2002, 2020	25	2020
The classifier algorithm for recognition of basic driving scenarios R Doniec, S Sieciński, N Piaseczna, K Mocny-Pachońska, M Lang, ... Refereed Proceedings of 8th International Conference on Information …, 2020	22*	2020
The Influence of Sleep Quality and Duration on the Feeling of Mental Acuity During the COVID-19 Lockdown – A Pilot Study A Kruczkowski, D Lovell, S Szymczyk, M Wojtowicz, N Piaseczna, ... Lecture Notes in Networks and Systems 2023; https://link.springer.com …, 2024	20*	2024
Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks R Doniec, J Konior, S Sieciński, A Piet, MT Irshad, N Piaseczna, ... Sensors 23 (12), 5551, 2023	20*	2023
Evaluation of the most stressful dental treatment procedures of conservative dentistry among Polish dental students K Mocny-Pachońska, RJ Doniec, S Wójcik, S Sieciński, NJ Piaseczna, ... International Journal of Environmental Research and Public Health 18 (9), 4448, 2021	18	2021
Classification of Roads and Types of Public Roads Using EOG Smart Glasses and an Algorithm Based on Machine Learning while Driving a Car R Doniec, N Piaseczna, F Li, K Duraj, H Hozhabr Pour, M Grzegorzek, ... Electronics 11 (18), 2960, 2022	16	2022
Heartbeat Detection in Seismocardiograms with Semantic Segmentation K Duraj, S Siecinski, R Doniec, N Piaseczna, S Kostka, Pawal, E Tkacz Refereed Proceedings of 44th Annual International Conference of the IEEE …, 2022	10	2022
A systematic evaluation of feature encoding techniques for gait analysis using multimodal sensory data R Fatima, MH Khan, MA Nisar, R Doniec, MS Farid, M Grzegorzek Sensors 24 (1), 75, 2023	9	2023
The relationship between stress levels measured by a questionnaire and the data obtained by smart glasses and finger pulse oximeters among polish dental students K Mocny-Pachońska, RJ Doniec, S Sieciński, NJ Piaseczna, M Pachoński, ... Applied Sciences 11 (18), 8648, 2021	8	2021
Evaluation of Intoxication Level with EOG Analysis and Machine Learning: A Study on Driving Simulator^* N Piaseczna, K Duraj, R Doniec, E Tkacz 2023 45th Annual International Conference of the IEEE Engineering in …, 2023	7	2023
The assessment of the condition of knee joint surfaces with acoustic emission analysis B Sawaryn, N Piaseczna, S Sieciński, R Doniec, K Duraj, D Komorowski, ... sensors 21 (19), 6495, 2021	7	2021
The detection of alcohol intoxication using electrooculography signals from smart glasses and machine learning techniques RJ Doniec, N Piaseczna, K Duraj, S Sieciński, MT Irshad, I Karpiel, ... Systems and Soft Computing 6, 200078, 2024	6	2024
Experiences of the Telemedicine and eHealth Conferences in Poland—A Cross-National Overview of Progress in Telemedicine RJ Doniec, NJ Piaseczna, KA Szymczyk, B Jacennik, S Sieciński, ... Applied Sciences 13 (1), 587, 2022	6	2022
Does glucose affect our vision? A preliminary study using smart glasses N Piaseczna, R Doniec, S Sieciński, M Grzegorzek, E Tkacz 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in …, 2023	4	2023
Development of the educational-research standards based on the cooperation of academic centers with employees of the international corporation on the basis of own research R Doniec Refereed Proceedings of KM Conference 2014, 11-18, 2014	4*	2014
Classification of Recorded Electrooculographic Signals on Drive Activity for Assessing Four Kind of Driver Inattention by Bagged Trees Algorithm: A Pilot Study R Doniec, S Sieciński, N Piaseczna, K Duraj, J Chwał, M Gawlikowski, ... Polish Conference on Biocybernetics and Biomedical Engineering, 225-236, 2023	3*	2023
Machine Learning-Based Gesture Recognition Glove: Design and Implementation A Filipowska, W Filipowski, P Raif, M Pieniążek, J Bodak, P Ferst, ... Sensors 24 (18), 6157, 2024	2	2024

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