At-home wearable-based monitoring predicts clinical measures and biological biomarkers of disease severity in Friedreich's Ataxia
Background Friedreich ataxia (FRDA) results in progressive impairment in gait, upper
extremity coordination, and speech. Currently, these symptoms are assessed through expert …
extremity coordination, and speech. Currently, these symptoms are assessed through expert …
[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 …
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 …
Using Wearable Sensors and Machine Learning to Assess Upper Limb Function in Huntington's Disease
Huntington's disease (HD), like many other neurological disorders, affects both lower and
upper limb function that is typically assessed in the clinic-providing a snapshot of disease …
upper limb function that is typically assessed in the clinic-providing a snapshot of disease …
Automatic Estimation of Hand Impairment After Stroke Using Egocentric Video of Multiple Activities of Daily Living
A Mei - 2024 - search.proquest.com
Abstract Background and Objective: Hand function clinical assessments are used as
outcome measures to evaluate new therapies after stroke, but do not capture true …
outcome measures to evaluate new therapies after stroke, but do not capture true …
At-home Wearable-based Monitoring and Machine Learning Predicts Clinical Measures and Biological Biomarkers of Disease Severity in Friedreich's Ataxia
Friedreich ataxia (FRDA) results in progressive impairment in gait, upper extremity
coordination, and speech. Currently, these symptoms are assessed through expert …
coordination, and speech. Currently, these symptoms are assessed through expert …
[PDF][PDF] Using Wearable Sensors and Machine Learning to Assess Upper Limb Function in Huntington's
Abstract Huntington's disease (HD), like many other neurological disorders, affects both
lower and upper limb function that is typically assessed in the clinic-providing a snapshot of …
lower and upper limb function that is typically assessed in the clinic-providing a snapshot of …