- Non-Invasive Vital Sign Monitoring
- Hemodynamic Monitoring and Therapy
- Functional Brain Connectivity Studies
- Advanced MRI Techniques and Applications
- Electrical and Bioimpedance Tomography
- EEG and Brain-Computer Interfaces
- Air Quality Monitoring and Forecasting
- Body Composition Measurement Techniques
- Scoliosis diagnosis and treatment
- Stroke Rehabilitation and Recovery
- Heart Rate Variability and Autonomic Control
- Spinal Fractures and Fixation Techniques
- Advanced Neuroimaging Techniques and Applications
- Wireless Body Area Networks
- Long-Term Effects of COVID-19
- Muscle activation and electromyography studies
- Medical Imaging Techniques and Applications
- Cerebrovascular and Carotid Artery Diseases
- Spine and Intervertebral Disc Pathology
- Telemedicine and Telehealth Implementation
- Connective tissue disorders research
- Face Recognition and Perception
- Sleep and Work-Related Fatigue
- Currency Recognition and Detection
- Healthcare Systems and Public Health
Lukasiewicz Research Network - Krakow Institute of Technology
2023-2025
Institute of Medical Technology and Equipment
2020-2022
Łukasiewicz Research Network
2020-2022
Institute of Physics
2016-2018
University of Tübingen
2018
University of Silesia in Katowice
2016-2018
The operation of a motor vehicle under the influence alcohol poses significant risk to safety driver, passengers, and other road users. Electrooculographic (EOG) signal analysis can be used understand movements behavior eyes while driving. In our study, we smart glasses collect EOG data from nine participants who driving simulator. Their level alcoholic intoxication was simulated by drunk vision goggles at three different levels inebration (0, 1, 2, 3‰ blood content). We machine learning...
This study evaluates the use of bioimpedance spectroscopy (BIS) as a non-invasive method to assess freshness fruits and vegetables by measuring impedance, its components, phase angle. Over nine days, three (potato, pumpkin, red pepper) two (apple banana) were assessed using Analog Discovery 3 device, covering frequency range 50 Hz 1 MHz. The results showed consistent decrease in impedance an increase angle during ripening, with statistical significance observed for pumpkin potato (p <...
Background: The purpose of this study was to assess specific rehabilitation methods’ effectiveness in early idiopathic scoliosis (IS) development, focusing on lower limb functional inequality’s role progression. Materials and Methods: This comprised 812 patients aged 6–16 years at risk developing (IS). mean (SD) age 10.66 (3.16) years. Patients were categorized into high- medium-risk groups based the angle trunk rotation (ATR) size. Specific physiotherapy used, average follow-up period 28.1...
Accurate and reliable determination of the characteristic points impedance cardiogram (ICG) is an important research problem with a growing range applications in cardiological diagnostics patients heart failure (HF). The shapes waves ICG signal temporal location B, C, X provide significant diagnostic information. On this basis, essential parameters can be determined, such as, e.g., cardiac output (CO) or stroke volume (SV). Although importance obvious, we face many challenges, including...
There are a number of various methods resting-state functional magnetic resonance imaging (rs-fMRI) analysis such as independent component analysis, multivariate autoregressive models, or seed correlation however their results depend on arbitrary choice parameters. Therefore, the aim this work was to optimize parameters in using Data Processing Assistant for Resting-State fMRI (DPARSF) toolbox rs-fMRI data received from Siemens Magnetom Skyra 3-Tesla scanner whole-brain, gradient-echo echo...
The raw EEG signal is always contaminated with many different artifacts, such as muscle movements (electromyographic artifacts), eye blinking (electrooculographic artifacts) or power line disturbances. All artifacts must be removed for correct data interpretation. However, various noise reduction methods significantly influence the final shape of and thus its characteristic values, latency amplitude. There are several types filters to eliminate early in processing data. there no gold...
Breath monitoring can be useful for athletes i.e. it used to control the intensity of exercise and optimize training. In some sport disciplines such as running, cycling or triathlon, controlling breathing is crucial maintaining efficiency achieving better results. The purpose our research check whether a wearable respiratory waveform registration system activity athletes. 6 participants took part in various exercises as: 60-minute fitness classes on trampolines (jumping frog), running...
Functional areas of language process are mainly linked with Wernicke area responsible for understanding and Broca connected speech production. In this study is detected using ERP source localization compared fMRI study. The same neural networks revealed in the both methods. Standardized low resolution electromagnetic tomography (sLORETA) seems to be sufficient N400 waveform its time course.
Among respiratory diseases ones with obstructive spirometry pattern can be distinguished (e.g., bronchial asthma, bronchitis, cystic fibrosis). Main groups of exacerbated by air pollution are cardiovascular and conditions. The is not only responsible for clinically significant worsening symptoms in patients already diagnosed diseases, but also affect basic physiological parameters. We presented the device, environmental sensor, portable device a battery measuring parameters direct...
Objectives: Conservative treatment of idiopathic scoliosis is more effective as a result early diagnosis in conjunction with the use specific physiotherapy and bracing techniques. Our aim was to investigate effectiveness developed according concept spinal reflex balance using GraviSpine device. This study retrospective analysis prospectively collected data. Methods: A total 199 patients aged 6–17 years, mean age 11.26 ± 3.35 including 168 girls (84.4%) 31 boys (15.6%), out 830 treated for IS...
The purpose of this work is to present a multivariate analysis the kinematics an upper limb rehabilitation robot. Comparing multiple concepts kinematic chains makes it possible identify advantages and disadvantages and, as consequence, choosing optimal solution create physical device. Such actions shall contribute towards automation process, bringing benefits both therapists patients in comparison with conventional rehabilitation.
Background.The conservative treatment of idiopathic scoliosis (IS) may be enhanced through a combination specialized physiotherapy, bracing, and the utilization assistive devices.Objectives.This study aims to evaluate efficacy GraviSpine device in supporting IS children. Materials methods.A cohort 142 patients, aged 10-17 years with an average age 12.76 ±1.75 years, undergoing for specific physiotherapy received additional device.The participants, selected based on inclusion exclusion...
The purpose of the work is to developed two sensors, based on piezoelectric and resistive elements, used measure respiratory signal from thorax. As a result innovative methods monitoring parameters cough incidents for patients with failure, caused by asthma or covid-19. first sensor was made membrane, second uses conductive elastic rubber that changes its resistance when stretched. Both sensors were placed patient's chest using specially designed this belt.Simultaneous biomedical signals...