Higher Order Polynomial Transformer for Fine-Grained Freezing of Gait Detection

Author:

Sun Renfei1,Hu Kun1ORCID,Martens Kaylena A. Ehgoetz2ORCID,Hagenbuchner Markus3ORCID,Tsoi Ah Chung3,Bennamoun Mohammed4ORCID,Lewis Simon J. G.5,Wang Zhiyong1ORCID

Affiliation:

1. School of Computer Science, The University of Sydney, Sydney, NSW, Australia

2. Department of Kinesiology and Health Sciences, University of Waterloo, Waterloo, Canada

3. School of Computing and Information Technology, University of Wollongong, Wollongong, NSW, Australia

4. Department of Computer Science and Software Engineering, The University of Western Australia, Perth, WA, Australia

5. ForeFront Parkinson’s Disease Research Clinic, Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia

Funder

Australian Research Council

NHMRC-ARC Dementia Fellowship

Parkinson Canada

National Health and Medical Research Council of the Australia Program

Dementia Research Team

NeuroSleepCentre of Research Excellence

Australian Research Council Centre of Excellence in Cognition and its Disorders Memory Program

Sydney Research Excellence Initiative (SREI) 2020 of The University of Sydney

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Computer Networks and Communications,Computer Science Applications,Software

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Automatic two-dimensional & three-dimensional video analysis with deep learning for movement disorders: A systematic review;Artificial Intelligence in Medicine;2024-10

2. Quadratic Neuron-Empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection;IEEE Transactions on Artificial Intelligence;2024-09

3. Prediction of Freezing of Gait in Parkinson’s disease based on multi-channel time-series neural network;Artificial Intelligence in Medicine;2024-08

4. Gait-Guard: Turn-aware Freezing of Gait Detection for Non-intrusive Intervention Systems;2024 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE);2024-06-19

5. Predictive Maintenance in Industrial Systems Using Machine Learning;International Journal of Innovative Science and Research Technology (IJISRT);2024-04-02

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