Rafał Doniec

Medical University of Silesia — Poland

Computer Science · Physical Sciences

10h-index314citations54works2.42yr avg
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Research Topics

Gaze Tracking and Assistive Technology(8), EEG and Brain-Computer Interfaces(5), Human-Automation Interaction and Safety(5), Healthcare professionals’ stress and burnout(5), ECG Monitoring and Analysis(5)

Publications54 total

Translation and Validation of the User Version of the Mobile Application Rating Scale Into the Polish Language: Cross-Sectional Methodological Study
JMIR Formative Research·2026Open Access
Elemental composition of vaping and smoking aerosols: Influence of liquid type and tank conditions
PLoS ONE·2025· 1 citedOpen Access
POSTURAL CONTROL AND GAIT ALTERATIONS IN YOUNG ADULT TOBACCO AND E-CIGARETTE USERS: A COMPARATIVE STABILOMETRIC AND TREADMILL-BASED ANALYSIS
Measuring and computing devices in technological processes·2025Open Access
Telemedicine, eHealth, and Digital Transformation in Poland (2014–2024): Trends, Specializations, and Systemic Implications
Applied Sciences·2025· 3 citedOpen Access
Assessment of quality of electrocardiograms, seismocardiograms, and gyrocardiograms based on features derived from symmetric projection attractor reconstruction in healthy subjects
Biomedical Signal Processing and Control·2025Open Access
Body Composition and Metabolic Profiles in Young Adults: A Cross-Sectional Comparison of People Who Use E-Cigarettes, People Who Smoke Cigarettes, and People Who Have Never Used Nicotine Products
Journal of Clinical Medicine·2025· 1 citedOpen Access
Distinguishing Drivers with Smart Glasses Data and Deep Neural Network
2025
Analysis of Demographic, Familial, and Social Determinants of Smoking Behavior Using Machine Learning Methods
Applied Sciences·2025· 3 citedOpen Access
The Classifier Algorithm for Recognition of the Secondary Distracting Factors While Driving a Car
Lecture notes in networks and systems·2025
Linear classification of healthy people and patients with valvular heart diseases based on heart rate variability indices derived from electrocardiograms
Current Directions in Biomedical Engineering·2024· 1 citedOpen Access
An Educational App for the Selection of Blood Glucose Meters: A Cross-Sectional Study
Current Directions in Biomedical Engineering·2024Open Access
Pattern Recognition in the Processing of Electromyographic Signals for Selected Expressions of Polish Sign Language
Sensors·2024· 6 citedOpen Access
Machine Learning-Based Gesture Recognition Glove: Design and Implementation
Sensors·2024· 17 citedOpen Access
Translation and Validation of the User Version of the Mobile Application Rating Scale Into the Polish Language: Cross-Sectional Methodological Study (Preprint)
2024Open Access
Driving Reality vs. Simulator: Data Distinctions
Electronics·2024· 3 citedOpen Access
Driving Reality vs Simulator: Data Distinctions
Preprints.org·2024· 1 citedOpen Access
Driving Reality vs Simulator: Data Distinctions
Preprints.org·2024· 2 citedOpen Access
Cardiovascular Disease Preliminary Diagnosis Application Using SQL Queries: Filling Diagnostic Gaps in Resource-Constrained Environments
Applied Sciences·2024· 2 citedOpen Access
The detection of alcohol intoxication using electrooculography signals from smart glasses and machine learning techniques
Systems and Soft Computing·2024· 10 citedOpen Access
The Influence of Sleep Quality and Duration on the Feeling of Mental Acuity During the COVID-19 Lockdown – A Pilot Study
Lecture notes in networks and systems·2024
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Frequent Co-authors

Szymon Sieciński(28), Natalia Piaseczna(27), Marcin Grzegorzek(18), Ewaryst Tkacz(18), Konrad Duraj(13), Katarzyna Mocny‐Pachońska(12), Muhammad Tausif Irshad(7), Wojciech Glinkowski(7), Tomasz Cedro(6), Anna Filipowska(5), Artur Piet(5), Joanna Chwał(5), Frédéric Li(4), Marta Tanasiewicz(4), Muhammad Adeel Nisar(4), P. Kostka(4), Marek Jędrychowski(4), Agata Trzcionka(3), Marek Pachoński(3), Marcin Pieniążek(3)