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Natalia Piaseczna
Natalia Piaseczna
Verified email at polsl.pl
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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
RJ 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, ...
Information Technology in Biomedicine, 359-367, 2021
122021
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, HH Pour, M Grzegorzek, ...
Electronics 11 (18), 2960, 2022
112022
Semantic segmentation of 12-lead ECG using 1D residual U-net with squeeze-excitation blocks
K Duraj, N Piaseczna, P Kostka, E Tkacz
Applied sciences 12 (7), 3332, 2022
102022
Sieci nski
RJ Doniec, NJ Piaseczna, KA Szymczyk, B Jacennik
Neural Networks, 23, 2023
92023
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
KM Duraj, S Siecinski, RJ Doniec, NJ Piaseczna, PS Kostka, EJ Tkacz
2022 44th Annual International Conference of the IEEE Engineering in …, 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
Comparison of indices derived from Poincaré maps on electrocardiograms and seismocardiograms
S Sieciński, P Kostka, N Piaseczna, M Wadas
Current Trends in Biomedical Engineering and Bioimages Analysis: Proceedings …, 2020
42020
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
Semi-Quantitative Method of Assessing the Thrombogenicity of Biomaterials Intended for Long-Term Blood Contact
M Gawlikowski, R Major, B Mika, D Komorowski, K Janiczak, E Tkacz, ...
Materials 16 (1), 38, 2022
22022
Local Shape Preserving Deformations for Augmented Reality Assisted Laparoscopic Surgery
A Łach, F Kalim, C Heiliger, N Piaseczna, M Grimm, A Winkler, O Solyanik, ...
2022 44th Annual International Conference of the IEEE Engineering in …, 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
Heart rate variability analysis on reference heart beats and detected heart beats of smartphone seismocardiograms
S Sieciński, PS Kostka, EJ Tkacz, N Piaseczna, M Wadas
International Conference on Information Technologies in Biomedicine, 473-480, 2019
22019
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