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Rafał Jan Doniec
Rafał Jan Doniec
Silesian University of Technology | Polish Telemedicine and eHealth Society | Universität zu Lübeck
Email confirmado em polsl.pl - Página inicial
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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
332022
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
282020
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
272020
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
192020
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
142021
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
122020
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
112022
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
72023
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
52023
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
52022
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
52021
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
32022
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
32021
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
22023
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
22023
Local Shape Preserving Deformations for Augmented Reality Assisted Laparoscopic Surgery
A Łach, F Kalim, C Heiliger, N Piaseczna, M Grimm, A Winkler, O Solyanik, ...
Refereed Proceedings of 44th Annual International Conference of the IEEE …, 2022
22022
Extreme Situation Experienced by Dental Students of the Medical University of Silesia Due to the SARS-CoV-2 Epidemic during the First Lockdown
R Doniec, S Wójcik, R Valverde, N Piaseczna, S Sieciński, K Duraj, ...
Healthcare 9 (11), 1513, 2021
22021
Wykorzystanie metod sztucznej inteligencji do regulacji poziomu insuliny w organizmie człowieka (doctoral dissertation)
R Doniec
Silesian University of Technology in Gliwice, 2010
22010
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
12024
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
12023
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