4 papers
Pose-based Tremor Type and Level Analysis for Parkinson's Disease from Video
Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang +2
Purpose:Current methods for diagnosis of PD rely on clinical examination. The accuracy of diagnosis ranges between 73% and 84%, and is influenced by the experience of the clinical…
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI
Xiatian Zhang, Sisi Zheng, Hubert P. H. Shum +4
Resting-state fMRI (rs-fMRI) functional connectivity (FC) analysis provides valuable insights into the relationships between different brain regions and their potential implication…
Towards Graph Representation Learning Based Surgical Workflow Anticipation
Xiatian Zhang, Noura Al Moubayed, Hubert P. H. Shum
Surgical workflow anticipation can give predictions on what steps to conduct or what instruments to use next, which is an essential part of the computer-assisted intervention syste…
Pose-based Tremor Classification for Parkinson's Disease Diagnosis from Video
Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang +1
Parkinson's disease (PD) is a progressive neurodegenerative disorder that results in a variety of motor dysfunction symptoms, including tremors, bradykinesia, rigidity and postural…