Markerless human pose estimation for biomedical applications: a survey

A Avogaro, F Cunico, B Rosenhahn… - Frontiers in Computer …, 2023 - frontiersin.org
Markerless Human Pose Estimation (HPE) proved its potential to support decision making
and assessment in many fields of application. HPE is often preferred to traditional marker …

[HTML][HTML] The Role of Deep Learning and Gait Analysis in Parkinson's Disease: A Systematic Review

A Franco, M Russo, M Amboni, AM Ponsiglione… - Sensors, 2024 - mdpi.com
Parkinson's disease (PD) is the second most common movement disorder in the world. It is
characterized by motor and non-motor symptoms that have a profound impact on the …

[HTML][HTML] Towards a diagnostic tool for neurological gait disorders in childhood combining 3D gait kinematics and deep learning

Z Lan, M Lempereur, G Gueret, L Houx… - Computers in Biology …, 2024 - Elsevier
Gait abnormalities are frequent in children and can be caused by different pathologies, such
as cerebral palsy, neuromuscular disease, toe walker syndrome, etc. Analysis of the “gait …

A vision-based hybrid ensemble learning approach for classification of gait disorders

N Kour, S Gupta, S Arora - Multimedia Tools and Applications, 2024 - Springer
Computer vision-based (VB) gait analysis has become the popular platform for detecting
Knee Osteoarthritis (KOA) and Parkinson's disease (PD). The scrutinization of the literature …

[HTML][HTML] Continuous Recognition of Teachers' Hand Signals for Students with Attention Deficits

IDS Chen, CM Yang, SS Wu, CK Yang, MJ Chen… - Algorithms, 2024 - mdpi.com
In the era of inclusive education, students with attention deficits are integrated into the
general classroom. To ensure a seamless transition of students' focus towards the teacher's …

Assessing Spatiotemporal Behavior of Human Gait: A Comparative Study Between Low-Cost Smartphone-Based Mocap and OptiTrack Systems

B Castillo, C Riascos, JM Franco, J Marulanda… - Experimental …, 2024 - Springer
This study assessed the accuracy of a low-cost marker-based motion capture system with
smartphone devices to estimate the spatiotemporal behavior of human gait in comparison …

Real-time Fall Detection using Key Joint Position Transition Time in the Elderly Activity Monitoring System

MI Siddiq, A Rizal, B Erfianto… - 2023 6th International …, 2023 - ieeexplore.ieee.org
The aging population is rapidly increasing worldwide, leading to a growing concern for the
well-being of elderly individuals. Falls among the elderly pose a significant threat to their …

Gait analysis using IMUs for transtibial amputees using 3D printed prosthesis

S Shetty - 2024 - search.proquest.com
Currently 1.6 million people have undergone limb amputation in the US alone and the
dependency on lower limb prosthesis has been increasing for its many advantages. Gait …

Improving Performance with OpenPose: Analyzing Post-Run Feedback through a Prescriptive Dashboard

JO Gavilanes - 2023 - essay.utwente.nl
Running biomechanics play a crucial role in performance and injury prevention. This study
aimed to evaluate the influence of post-run feedback on key running metrics–cadence …

[HTML][HTML] Parkinson's disease

J Parkinson - no. April, 2010 - scientiaen.com
Parkinson's disease (PD), or simply Parkinson's, is a long-term neurodegenerative disease
of mainly the central nervous system that affects both the motor and non-motor systems of …