All Stories

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

    Article • Biomedical Signal Processing and Control, January 2026, Elsevier

    Dr. Szymon Sieciński

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

    Article • Computer Methods and Programs in Biomedicine, November 2025, Elsevier

    Dr. Szymon Sieciński

  3. Classification of Valvular Heart Diseases based on Heart Rate Variability and Hjorth Parameters in Electrocardiograms, Seismocardiograms, and Gyrocardiograms

    Article • July 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Szymon Sieciński

  4. Distinguishing Drivers with Smart Glasses Data and Deep Neural Network

    Article • June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Szymon Sieciński

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

    Article • Foods, March 2025, MDPI AG

    Dr. Szymon Sieciński

  6. Classification of the Heartbeats in Electrocardiograms with K-Nearest Neighbors Algorithm, Random Forests, and Support Vector Machines - A Pilot Study

    Article • January 2025, Springer Science + Business Media

    Dr. Szymon Sieciński

  7. How machine learning techniques can estimate the level of alcohol intoxication?

    Article • Systems and Soft Computing, December 2024, Elsevier

    Dr. Szymon Sieciński

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

    Article • Current Directions in Biomedical Engineering, December 2024, De Gruyter

    Dr. Szymon Sieciński

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

    Article • Current Directions in Biomedical Engineering, December 2024, De Gruyter

    Dr. Szymon Sieciński

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

    Article • Sensors, October 2024, MDPI AG

    Dr. Szymon Sieciński

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

    Article • Foods, October 2024, MDPI AG

    Dr. Szymon Sieciński

  12. Machine Learning-Based Gesture Recognition Glove: Design and Implementation

    Article • Sensors, September 2024, MDPI AG

    Dr. Szymon Sieciński

  13. Driving Reality vs. Simulator: Data Distinctions

    Article • Electronics, July 2024, MDPI AG

    Dr. Szymon Sieciński

  14. Driving Reality vs Simulator: Data Distinctions

    Article • July 2024, MDPI AG

    Dr. Szymon Sieciński

  15. Estimation of indoor occupancy level based on machine learning and multimodal environmental data

    Article • June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Szymon Sieciński

  16. Driving Reality vs Simulator: Data Distinctions

    Article • April 2024, MDPI AG

    Dr. Szymon Sieciński

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

    Article • Applied Sciences, February 2024, MDPI AG

    Dr. Szymon Sieciński, Assoc. Prof. Wojciech M Glinkowski

  18. Assessment of Quality of Electrocardiograms, Seismocardiograms, and Gyrocardiograms Based on Features Derived from Symmetric Projection Attractor Reconstruction

    Article • January 2024, Elsevier

    Dr. Szymon Sieciński

  19. Binary classification of gait impairments using a capacitance-based sensor floor system

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Szymon Sieciński

  20. Does glucose affect our vision? A preliminary study using smart glasses

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Szymon Sieciński

  21. Evaluation of the quality of electrocardiograms, seismocardiograms and gyrocardiograms based on characteristics derived from symmetric projection attractor reconstruction

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Szymon Sieciński

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

    Article • October 2023, MDPI AG

    Dr. Szymon Sieciński

  23. Assessment of quality of cardiac rotation signals based on the projection as a symmetric attractor

    Article • September 2023, ACM (Association for Computing Machinery)

    Dr. Szymon Sieciński

  24. Classification of Recorded Electrooculographic Signals on Drive Activity for Assessing Four Kind of Driver Inattention by Bagged Trees Algorithm: A Pilot Study

    Article • September 2023, Springer Science + Business Media

    Dr. Szymon Sieciński

  25. Publicly available signal databases containing seismocardiographic signals — the state in early 2023

    Article • July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Szymon Sieciński

  26. Symmetric Projection Attractor Reconstruction Analysis as a Method to Assess Seismocardiogram Quality in a Healthy Population

    Article • July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Szymon Sieciński

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

    Article • Sensors, June 2023, MDPI AG

    Dr. Szymon Sieciński

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

    Article • April 2023, MDPI AG

    Dr. Szymon Sieciński

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

    Article • Sensors, February 2023, MDPI AG

    Dr. Szymon Sieciński

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

    Article • Applied Sciences, December 2022, MDPI AG

    Dr. Szymon Sieciński, Assoc. Prof. Wojciech M Glinkowski

  31. Comparison of Heart Rate Variability Indices Based on Seismocardiograms from Healthy Volunteers and Patients with Valvular Heart Diseases

    Article • December 2022, Computing in Cardiology

    Dr. Szymon Sieciński

  32. Heartbeat Detection in Seismocardiograms with Semantic Segmentation

    Article • July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Szymon Sieciński

  33. Time Domain and Frequency Domain Heart Rate Variability Analysis on Electrocardiograms and Mechanocardiograms from Patients with Valvular Diseases

    Article • July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Szymon Sieciński

  34. Assessment of Muscle Fatigue During The Walk on a Treadmill in Healthy Subjects Based on Median Frequency of Surface Electromyogram

    Article • June 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Szymon Sieciński

  35. The Application for Reading Comprehension and Reading Speed Test

    Article • June 2022, Springer Science + Business Media

    Dr. Szymon Sieciński

  36. Heart Rate Measurement Based on Embedded Accelerometer in a Smartphone

    Article • January 2022, Springer Science + Business Media

    Dr. Szymon Sieciński

  37. Changes in $$SmO_2$$ Levels During the March on a Treadmill and Rest in Healthy Subjects

    Article • January 2022, Springer Science + Business Media

    Dr. Szymon Sieciński

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

    Article • Healthcare, November 2021, MDPI AG

    Dr. Szymon Sieciński

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

    Article • Sensors, September 2021, MDPI AG

    Dr. Szymon Sieciński

  40. Smartphone-Based Color Measurement of Tooth Shade Guide in Clinical Lighting Conditions

    Article • September 2021, Polish Information Processing Society PTI

    Dr. Szymon Sieciński

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

    Article • Applied Sciences, September 2021, MDPI AG

    Dr. Szymon Sieciński

  42. Automatic Assessment of Benton Visual Retention Test Results: A Pilot Study

    Article • September 2021, Springer Science + Business Media

    Dr. Szymon Sieciński

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

    Article • International Journal of Environmental Research and Public Health, April 2021, MDPI AG

    Dr. Szymon Sieciński

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

    Article • Electronics, November 2020, MDPI AG

    Dr. Szymon Sieciński

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

    Article • Sensors, November 2020, MDPI AG

    Dr. Szymon Sieciński

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

    Article • Medicina, October 2020, MDPI AG

    Dr. Szymon Sieciński

  47. Influence of Music on HRV Indices Derived from ECG and SCG

    Article • October 2020, Springer Science + Business Media

    Dr. Szymon Sieciński

  48. The Classifier Algorithm for Recognition of Basic Driving Scenarios

    Article • September 2020, Springer Science + Business Media

    Dr. Szymon Sieciński

  49. Heart Rate Variability Analysis on Electrocardiograms, Seismocardiograms and Gyrocardiograms on Healthy Volunteers

    Article • Sensors, August 2020, MDPI AG

    Dr. Szymon Sieciński

  50. Time Domain And Frequency Domain Heart Rate Variability Analysis on Gyrocardiograms

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Szymon Sieciński

  51. Evaluating the stress-response of dental students to the dental school environment

    Article • PeerJ, May 2020, PeerJ

    Dr. Szymon Sieciński

  52. Comparison of Indices Derived from Poincaré Maps on Electrocardiograms and Seismocardiograms

    Article • August 2019, Springer Science + Business Media

    Dr. Szymon Sieciński

  53. Influence of Empirical Mode Decomposition on Heart Rate Variability Indices Obtained from Smartphone Seismocardiograms

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Szymon Sieciński

  54. Comparison of HRV indices obtained from ECG and SCG signals from CEBS database

    Article • BioMedical Engineering OnLine, June 2019, Springer Science + Business Media

    Dr. Szymon Sieciński

  55. The Stress Level Assessment Based on Socio-demographic and Gender Factors Among Polish and Taiwanese Female and Male Junior Dental Students

    Article • January 2019, Springer Science + Business Media

    Dr. Szymon Sieciński

  56. Heart Beat Detection from Smartphone SCG Signals: Comparison with Previous Study on HR Estimation

    Article • January 2019, Springer Science + Business Media

    Dr. Szymon Sieciński

  57. Heart Rate Variability Analysis on Reference Heart Beats and Detected Heart Beats of Smartphone Seismocardiograms

    Article • January 2019, Springer Science + Business Media

    Dr. Szymon Sieciński

  58. Comparison of Atrial Fibrillation Detection Performance Using Decision Trees, SVM and Artificial Neural Network

    Article • January 2019, Springer Science + Business Media

    Dr. Szymon Sieciński

  59. Heart Rate Variability Analysis on CEBS Database Signals

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Szymon Sieciński

  60. Influence of Gravitational Offset Removal on Heart Beat Detection Performance from Android Smartphone Seismocardiograms

    Article • June 2018, Springer Science + Business Media

    Dr. Szymon Sieciński

  61. Determining Heart Rate Beat-to-Beat from Smartphone Seismocardiograms: Preliminary Studies

    Article • October 2017, Springer Science + Business Media

    Dr. Szymon Sieciński