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- ArticleSeptember 2024
Application of Mixture Density Network for Sample Generation in Behavioral Biometrics
Computer Information Systems and Industrial ManagementPages 30–43https://doi.org/10.1007/978-3-031-71115-2_3AbstractThis article presents the results of research on the development of a biometric system for identifying individuals based on their gait using smartphones. Experiments were conducted on a publicly available gait database of 13 individuals, ...
- research-articleMay 2024
The effectiveness of core stabilization exercise using ultrasound biofeedback on motor function, balance control, gait speed and activities of daily living in stroke patients
Technology and Health Care (TAHC), Volume 32, Issue S1Pages 477–486https://doi.org/10.3233/THC-248042BACKGROUND:Patients with hemiparetic stroke experience diminished motor function, dynamic balance, and gait speed, which influence their activities of daily living (ADL).
OBJECTIVE:This study aimed to determine the therapeutic effects of ultrasound ...
- review-articleMay 2024
Effectiveness of non-immersive virtual reality exercises for balance and gait improvement in older adults: A meta-analysis
Technology and Health Care (TAHC), Volume 32, Issue 3Pages 1223–1238https://doi.org/10.3233/THC-230156BACKGROUND:Virtual reality (VR)-based physical exercise is an innovative and effective intervention strategy for healthcare in older adults.
OBJECTIVE:This meta-analysis aimed to clarify the effects of VR-based balance exercise programs on various ...
- research-articleMarch 2024
A polymetric approach for measuring brain activity and behavior: Considerations for gait, gaze and fNIRS measurements in a 10-m walking of elderly and young adults
Technology and Health Care (TAHC), Volume 32, Issue 2Pages 551–563https://doi.org/10.3233/THC-220447BACKGROUND:The actual changes in biological and physiological parameters during walking are little understood in multiple aspects.
OBJECTIVE:The objective of this paper was to examine and link the disparate measures of motor, vision, and brain ...
- research-articleJanuary 2024
A digital exercise and augmented reality training system improved mobility among stroke patients: A randomized control trial
BACKGROUND:The Selfit system was developed to improve the mobility and gait-related functions of stroke patients by providing digital exercises and augmented reality training system.
OBJECTIVE:To evaluate the effects of a digital exercise and ...
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- extended-abstractOctober 2023
Analyzing Walking with Ankle Foot Orthoses Using Shank-mounted Wearable Movement Sensors
ASSETS '23: Proceedings of the 25th International ACM SIGACCESS Conference on Computers and AccessibilityArticle No.: 104, Pages 1–6https://doi.org/10.1145/3597638.3615654An Ankle Foot Orthosis (AFO) is a device that supports the ankle joint to help improve gait. When fitting AFOs, clinicians tune the AFO, and the success of the tuning is often determined by observation, e.g. of a patient walking up and down a corridor. ...
- ArticleDecember 2023
Pyr-HGCN: Pyramid Hybrid Graph Convolutional Network for Gait Emotion Recognition
AbstractGait emotion recognition (GER) plays a crucial role in identifying human emotions. Most previous methods apply Spatial-Temporal Graph Convolutional Networks (ST-GCN) to recognize emotions. However, these methods suffer from two serious problems: (...
- ArticleSeptember 2023
Biometric Gait Analysis Using Wrist-Mounted Wearable Sensors
Computer Information Systems and Industrial ManagementPages 25–35https://doi.org/10.1007/978-3-031-42823-4_3AbstractThe paper presents a proposed gait biometrics system using wearable sensors. The work carried out verified the possibility of building systems using motion sensors located on the right and left wrist. The biometric system presented used input data ...
- research-articleMarch 2023
Auto-Gait: Automatic Ataxia Risk Assessment with Computer Vision from Gait Task Videos
- Wasifur Rahman,
- Masum Hasan,
- Md Saiful Islam,
- Titilayo Olubajo,
- Jeet Thaker,
- Abdel-Rahman Abdelkader,
- Phillip Yang,
- Henry Paulson,
- Gulin Oz,
- Alexandra Durr,
- Thomas Klockgether,
- Tetsuo Ashizawa,
- Readisca Investigators,
- Ehsan Hoque
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 7, Issue 1Article No.: 26, Pages 1–19https://doi.org/10.1145/3580845Many patients with neurological disorders, such as Ataxia, do not have easy access to neurologists, -especially those living in remote localities and developing/underdeveloped countries. Ataxia is a degenerative disease of the nervous system that ...
- research-articleMarch 2023
Effects of trunk stabilization exercises using laser pointer visual feedback in patients with chronic stroke: A randomized controlled study
Technology and Health Care (TAHC), Volume 31, Issue 2Pages 471–483https://doi.org/10.3233/THC-220100BACKGROUND:Many previous studies have cited the importance of trunk stabilization exercises in patients with stroke. However, the evidence for optimal trunk stabilization exercises for patients with stroke is still lacking.
OBJECTIVE:To ...
- research-articleJanuary 2023
Study of foot support during gait in healthy children from neighbouring countries
- Kristina Daunoraviciene,
- Jolanta Pauk,
- Jurgita Ziziene,
- Vaida Belickiene,
- Juozas Raistenskis,
- Kristina Daunoravičienė,
- Jolanta Pauk
Technology and Health Care (TAHC), Volume 31, Issue 6Pages 2457–2466https://doi.org/10.3233/THC-235011BACKGROUND:Healthy children’s gait support patterns play a critical role in their development and overall well-being. Therefore, in order to develop a correct gait, it is necessary to constantly update knowledge.
... - research-articleOctober 2022
Design and simulation analysis of a human rehabilitation lower limb exoskeleton robot
ICCIR '22: Proceedings of the 2022 2nd International Conference on Control and Intelligent RoboticsPages 159–164https://doi.org/10.1145/3548608.3559185This project aims to help the recovery of lower limbs for people with walking disabilities and disabled people, provide assisted walking equipment and design an efficient and practical human rehabilitation exoskeleton robot. By studying the human body ...
- research-articleMay 2022
The Evolution of Marker-based Motion Analysis and the Integration of Advanced Computational Methods: Application to Human Gait Biomechanics
BIC '22: Proceedings of the 2022 2nd International Conference on Bioinformatics and Intelligent ComputingPages 201–205https://doi.org/10.1145/3523286.3524689Marker-based methods that are applied in motion analysis in the field of biomechanics and rehabilitation have evolved considerably over the past few decades. Although markerless systems have emerged to be an innovative alternative for motion analysis, ...
- research-articleMarch 2022
MLDT: Multi-task Learning with Denoising Transformer for Gait Identity and Emotion Recognition
AICCC '21: Proceedings of the 2021 4th Artificial Intelligence and Cloud Computing ConferencePages 47–52https://doi.org/10.1145/3508259.3508266Dynamics of body skeletons convey significant information for human gait recognition. However, current methods for skeleton-based human gait recognition usually work with complete skeletons. If we directly feed the noisy or incomplete data without ...
- research-articleFebruary 2022
Video Analysis of Human Gait: Advantages and Disadvantages in Neurological Diagnostics
- M Abroskina,
- V Ondar,
- S Ismailova,
- S Subocheva,
- A Khomchenkova,
- V Gurevich,
- S Kondratiev,
- E Mozheyko,
- S Prokopenko
BECB 2021: 2021 International Symposium on Biomedical Engineering and Computational BiologyArticle No.: 23, Pages 1–7https://doi.org/10.1145/3502060.3503622This article considers the possibility of clinical evaluation of gait parameters via application of a non-contact method: human movement video analysis. Patterns of gait impairment against the background of central nervous system pathology vary. We made ...
- research-articleFebruary 2022
Induction Analyser of Kinematic Human Gait Parameters
BECB 2021: 2021 International Symposium on Biomedical Engineering and Computational BiologyArticle No.: 20, Pages 1–4https://doi.org/10.1145/3502060.3503617This article presents an original device for analysis of human movements, gait in particular, based on inductively coupled coils (short multilayer solenoids) fixed on the subject's legs. Specifically developed software making it possible to visualise ...
- demonstrationMarch 2021
Real-time Streaming of Gait Assessment for Parkinson's Disease
WSDM '21: Proceedings of the 14th ACM International Conference on Web Search and Data MiningPages 1081–1084https://doi.org/10.1145/3437963.3441701Patients with progressive neurological disorders such as Parkinson's disease, Huntington's disease, and Amyotrophic Lateral Sclerosis (ALS) suffer both chronic and episodic difficulties with locomotion. Real-time assessment and visualization of sensor ...
- research-articleJanuary 2021
A precision neurorehabilitation using SSEP for early detection of sensory deficit and restoration of the motor recovery in balance, gait and activities of daily living in acute stroke
Technology and Health Care (TAHC), Volume 29, Issue S1Pages 377–383https://doi.org/10.3233/THC-218036BACKGROUND:Impaired sensory in acute stroke patients results in dynamic balance, gait and activities of daily living (ADL) impairment.
OBJECTIVE:The aim of present study was to examine the ...
- research-articleJanuary 2021
Changes in lower limb muscle activation and gait function according to cane dependence in chronic stroke patients
Technology and Health Care (TAHC), Volume 29, Issue 1Pages 133–141https://doi.org/10.3233/THC-192075BACKGROUND:Few quantitative analyses have been performed on muscle activation and gait function according to cane dependence.
OBJECTIVE:The purpose of this study was to measure changes in ...
- research-articleJanuary 2021
Analyzing the effect of an arch support functional insole on walking and jogging in young, healthy females
Technology and Health Care (TAHC), Volume 29, Issue 6Pages 1141–1151https://doi.org/10.3233/THC-181373BACKGROUND AND OBJECTIVE:The aim of this study was to explore the effectiveness of arch support functional insoles to prevent metatarsalgia.
METHOD:Twenty-five healthy females participated ...