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Rafal Jan Doniec

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Head of the Department of Materials Science and Artificial Intelligence in Dentistry

Medical University of Silesia

Poland

Research Interests

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Professors in Poland

Recent Grants

Grant: Close

V.I.B.E: Virtual Biomedical and STEM/STEAM Education - ERAZMUS +

Open Date: 2021-11-01

Close Date: 2024-11-01

Grant: Close

SENSE

Open Date: 2021-05-01

Close Date: 2024-04-01

Grant: Close

KI-MED-Ökosystem

Open Date: 2019-07-01

Close Date: 2024-07-01

Grant: Close

LEICAR: Lernbasierte multimodale Interpretation von Sensordaten zur Ereigniserkennung in Carsharing-Flotten.

Open Date: 2016-04-01

Close Date: 2019-04-01

Grant: Close

Cognitive Village

Open Date: 2015-01-01

Close Date: 2018-01-01

Articles (20)

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Collaborators (11)

Stoyan R Stoyanov

Queensland University of Technology

AUSTRALIA

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Ewaryst Tkacz

Head of the Department/Titular Professor

Silesian University of Technology

POLAND

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Hanna Zadoń

Assistant Professor

Academy of Silesia

POLAND

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Marcin Grzegorzek

Professor of Medical Informatics

University of Lübeck

GERMANY

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Szymon Wilk

Assistant Professor

Poznan University of Technology

POLAND

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Bartłomiej Michalak

Cardinal Stefan Wyszyński University in Warsaw

POLAND

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Wojciech Glinkowski

Medical University of Warsaw

POLAND

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Paweł Stanisław Kostka

vice Dean for Didactic Affairs

Silesian University of Technology

POLAND

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Szymon Sieciński

Assistant professor

AGH University of Science and Technology

POLAND

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Robert Michnik

Silesian University of Technology

POLAND

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Radosław Dzik

assistant professor

Academy of Silesia

POLAND

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Rafal Jan Doniec

Research Interests

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Recent Grants

Articles (20)

Assessment of quality of electrocardiograms, seismocardiograms, and gyrocardiograms based on features derived from symmetric projection attractor reconstruction in healthy subjects

Teleconsultation Competencies in Undergraduate Medical Education: A Critical Narrative Review and Evidence-Gap Analysis

Translation and Validation of the User Version of the Mobile Application Rating Scale Into the Polish Language: Cross-Sectional Methodological Study

AI-Assisted Training for Teleconsultation Competencies in Undergraduate Medical Education: A Narrative Review

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

Analysis of Demographic, Familial, and Social Determinants of Smoking Behavior Using Machine Learning Methods

Telemedicine, eHealth, and Digital Transformation in Poland (2014–2024): Trends, Specializations, and Systemic Implications

Elemental composition of vaping and smoking aerosols: Influence of liquid type and tank conditions

The Classifier Algorithm for Recognition of the Secondary Distracting Factors While Driving a Car

The detection of alcohol intoxication using electrooculography signals from smart glasses and machine learning techniques

Driving Reality vs. Simulator: Data Distinctions

Cardiovascular Disease Preliminary Diagnosis Application Using SQL Queries: Filling Diagnostic Gaps in Resource-Constrained Environments

Pattern Recognition in the Processing of Electromyographic Signals for Selected Expressions of Polish Sign Language

Machine Learning-Based Gesture Recognition Glove: Design and Implementation

Linear classification of healthy people and patients with valvular heart diseases based on heart rate variability indices derived from electrocardiograms

An Educational App for the Selection of Blood Glucose Meters: A Cross-Sectional Study

Distinguishing Drivers via Wearable Sensor Data and Machine Learning

The Influence of Sleep Quality and Duration on the Feeling of Mental Acuity During the COVID-19 Lockdown – A Pilot Study

Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks

A Systematic Evaluation of Feature Encoding Techniques for Gait Analysis Using Multimodal Sensory Data

Collaborators (11)

Stoyan R Stoyanov

Ewaryst Tkacz

Hanna Zadoń

Marcin Grzegorzek

Szymon Wilk

Bartłomiej Michalak

Wojciech Glinkowski

Paweł Stanisław Kostka

Szymon Sieciński

Robert Michnik

Radosław Dzik

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