Szymon Sieciński

Lecturer

Silesian University of Technology

Poland

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Dr. Szymon Sieciński is a Lecturer at Silesian University of Technology in Poland. His research interests include the assessment of electrocardiograms and related signals, machine learning applications in health diagnostics, and the analysis of bioimpedance for food quality evaluation. Recent work has focused on distinguishing features in health data to enhance cardiovascular disease diagnosis and applying machine learning techniques in real-world scenarios.

Articles (20)

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2026

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2025

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2020

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2020

Collaborators (5)

Ewaryst Tkacz

Head of the Department/Titular Professor

Silesian University of Technology

POLAND

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Marcin Grzegorzek

Professor of Medical Informatics

University of Lübeck

GERMANY

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Wojciech Glinkowski

Medical University of Warsaw

POLAND

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Barbara Jacennik

Assistant Professor

POLAND

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Paweł Stanisław Kostka

Silesian University of Technology

POLAND

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Szymon Sieciński

Research Interests

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About

Articles (20)

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

Evaluation of the linear and nonlinear classifiers for distinguishing between healthy subjects and patients with valvular heart diseases based on electrocardiograms, seismocardiograms, and gyrocardiograms

An Assessment of the Freshness of Fruits and Vegetables Through the Utilization of Bioimpedance Spectroscopy (BIS)—A Preliminary Study

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

Application of 2D Extension of Hjorth’s Descriptors to Distinguish Defined Groups of Bee Pollen Images

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

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

Heart Rate Variability Analysis on Electrocardiograms, Seismocardiograms and Gyrocardiograms of Healthy Volunteers and Patients with Valvular Heart Diseases

Experiences of the Telemedicine and eHealth Conferences in Poland—A Cross-National Overview of Progress in Telemedicine

Extreme Situation Experienced by Dental Students of the Medical University of Silesia Due to the SARS-CoV-2 Epidemic during the First Lockdown

The Relationship between Stress Levels Measured by a Questionnaire and the Data Obtained by Smart Glasses and Finger Pulse Oximeters among Polish Dental Students

The Assessment of the Condition of Knee Joint Surfaces with Acoustic Emission Analysis

Evaluation of the Most Stressful Dental Treatment Procedures of Conservative Dentistry among Polish Dental Students

Recognition of Drivers’ Activity Based on 1D Convolutional Neural Network

Gyrocardiography: A Review of the Definition, History, Waveform Description, and Applications

The Influence of Gender and Year of Study on Stress Levels and Coping Strategies among Polish Dental

Collaborators (5)

Ewaryst Tkacz

Marcin Grzegorzek

Wojciech Glinkowski

Barbara Jacennik

Paweł Stanisław Kostka

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