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cs.CV2024
Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences
Vida Adeli, Soroush Mehraban, Irene Ballester +4
This study investigates the application of general human motion encoders trained on large-scale human motion datasets for analyzing gait patterns in PD patients. Although these mod…
cs.CV2023
Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia
Caroline Malin-Mayor, Vida Adeli, Andrea Sabo +5
Video-based ambient monitoring of gait for older adults with dementia has the potential to detect negative changes in health and allow clinicians and caregivers to intervene early…
cs.CV2021
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults with Dementia
Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni +1
Drug-induced parkinsonism affects many older adults with dementia, often causing gait disturbances. New advances in vision-based human pose-estimation have opened possibilities for…