A5024071729- Musculoskeletal pain and rehabilitation
- Muscle activation and electromyography studies
- EEG and Brain-Computer Interfaces
- Neonatal and fetal brain pathology
- Spine and Intervertebral Disc Pathology
- Ergonomics and Musculoskeletal Disorders
- Medical Image Segmentation Techniques
- Shoulder Injury and Treatment
- Brain Tumor Detection and Classification
- Myofascial pain diagnosis and treatment
- Advanced MRI Techniques and Applications
- Fetal and Pediatric Neurological Disorders
- Non-Invasive Vital Sign Monitoring
- Machine Fault Diagnosis Techniques
University of Zagreb
2010-2024
Faculty of Electrical Engineering and Computing in Zagreb
2018
Although the measurements of lumbar spine and pelvic flexion have shown that subjects with radiculopathy exhibited greater decreases motion when compared low back pain, there is still a lack evidence regarding changes in relaxation ratio patients radiculopathy. The aims this study were to investigate pelvis pain (LBP) LBP (LBPR) comparison healthy (CG—control group). A total 146 participants divided three groups: (54 males; 21 females); LBPR (26 11 CG (16 18 females). was recorded using...
Volumetric measurements of neonatal brain tissue classes have been suggested as an indicator long-term neurodevelopmental performance. To obtain these measurements, accurate segmentation is needed. We propose a novel method for automatic cortical grey matter (CoGM), unmyelinated white (UWM), myelinated (MWM), basal ganglia and thalami, brainstem, cerebellum, ventricles, cerebrospinal fluid in the extracerebral space (CSF) MRI scans preterm infants. For this project, seven born infants,...
Low back pain (LBP) is a global health-problem phenomenon. Most patients are categorized as non-specific, thus requiring an individualized approach which still poses major challenge. In this paper, sEMG recordings from two pairs of lumbar muscle sites were collected during isometric trunk extension exercise. Ninety-one subjects included in the study; 29 with non-specific chronic LBP (CLBP), 25 radiculopathy (RLBP), and 37 control healthy (HS). Six best-performing time-domain raw features...
The classification potential of surface electromyographic (EMG) parameters needs to be explored beyond subjects onto low back pain and control subjects. In this paper, a model based on EMG parameter is introduced differentiate patients with radiculopathy from chronic (CLBP) A variant the Roman chair was used perform static contractions, where subject's own upper body weight induce muscle fatigue in muscles. Surface signals were recorded over paraspinal muscles at L1–L2 L4–L5 interspace...
Recording of surface EMG signals over lower back muscles during sustained exercise protocols used for classification different categories low pain subjects and healthy are typically accompanied with measurement kinematic parameters elaborating measurements per se the interrelationship parameters. We propose an protocol without examine possibility to use spectral changes fatiguing static contractions in defining a time interval be analyzed. The was applied fifteen who were able sustain long...
Background: Although the measurements of lumbar spine and pelvic flexion have shown that subjects with radiculopathy exhibited greater decreases motion when compared low back pain, there is still a lack evidence regarding changes in relaxation ratio patients radiculopathy. The aims this study were to investigate pelvis pain comparison control group.Methods: A was performed on 146 participants. participants divided into three groups: group (n=75), (n=37), (n=34). activity erector spinae...
Background Although the measurements of lumbar spine and pelvic flexion have shown that subjects with radiculopathy exhibited greater decreases motion when compared low back pain, there is still a lack evidence regarding changes in relaxation ratio patients radiculopathy. The aims this study were to investigate pelvis pain comparison control group. Methods A was performed on 146 participants. participants divided into three groups: group (n=75), (n=37), (n=34). activity erector spinae...