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Video-Based Hand Pose Estimation for Remote Assessment of Bradykinesia in Parkinson's Disease
Three of the seven models demonstrated good accuracy for on-device recordings, and the accuracy decreased significantly for streaming recordings.
Automated Temporal Segmentation of Orofacial Assessment Videos
Computer vision techniques can help automate or partially automate clinical examination of orofacial impairments to provide accurate and objective assessments.
Estimation of Orofacial Kinematics in Parkinson's Disease: Comparison of 2D and 3D Markerless Systems for Motion Tracking
We are developing an automated system for assessment of orofacial function in PD that can be used in-home or in-clinic and can provide useful and objective clinical information that informs disease management.
Toward an Automatic System for Computer-Aided Assessment in Facial Palsy
Objective: To develop an ML algorithm for accurate facial landmarks localization in photographs of facial palsy patients, and use it as part of an automated computer-aided diagnosis system.
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