[HTML][HTML] Trends and Innovations in Wearable Technology for Motor Rehabilitation, Prediction, and Monitoring: A Comprehensive Review
(1) Background: Continuous health promotion systems are increasingly important, enabling
decentralized patient care, providing comfort, and reducing congestion in healthcare …
decentralized patient care, providing comfort, and reducing congestion in healthcare …
Wearable-Based Kinematic Analysis of Upper-Limb Movements During Daily Activities Could Provide Insights into Stroke Survivors' Motor Ability
Background Frequent and objective monitoring of motor recovery progression holds
significant importance in stroke rehabilitation. Despite extensive studies on wearable …
significant importance in stroke rehabilitation. Despite extensive studies on wearable …
[HTML][HTML] Enhancing Activity Recognition After Stroke: Generative Adversarial Networks for Kinematic Data Augmentation
AJ Hadley, CL Pulliam - Sensors, 2024 - mdpi.com
The generalizability of machine learning (ML) models for wearable monitoring in stroke
rehabilitation is often constrained by the limited scale and heterogeneity of available data …
rehabilitation is often constrained by the limited scale and heterogeneity of available data …
GoalTrack: Supporting Personalized Goal-Setting in Stroke Rehabilitation with Multimodal Activity Journaling
Stroke is the leading cause of disability among adults, with motor impairments being the
most significant complication. Stroke rehabilitation is critical for stroke survivors to regain …
most significant complication. Stroke rehabilitation is critical for stroke survivors to regain …
Simulating Realistic Post-Stroke Reaching Kinematics with Generative Adversarial Networks
AJ Hadley, CL Pulliam - arXiv preprint arXiv:2406.09451, 2024 - arxiv.org
The generalizability of machine learning (ML) models for wearable monitoring in stroke
rehabilitation is often constrained by the limited scale and heterogeneity of available data …
rehabilitation is often constrained by the limited scale and heterogeneity of available data …
Implementation of Community-Based Occupational Therapy for Stroke Patients in Functional Activities Using Assistive Device: Case Study
Stroke is the major cause of disability globally. This disease can affect the patient's
independence and functional mobility severely. Community-based occupational therapy is …
independence and functional mobility severely. Community-based occupational therapy is …
Optimizing Digital Health Metrics to Quantify Functional Upper Limb Movements with Inertial Measurement Units
Wearable sensors, such as inertial measurement units (IMUs), can objectively measure
upper limb performance outside clinical settings, providing complementary outcomes to …
upper limb performance outside clinical settings, providing complementary outcomes to …