Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals. - Quynh Tran Ly; Aluysius Maria Ardi Handojoseno; Moran Gilat; Rifai Chai; Kaylena A. Ehgoetz Martens; Matthew Georgiades; Ganesh R. Naik; Yvonne Tran; Simon J. G. Lewis; Hung T. Nguyen 001 (EMBC, 2017)

Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine. - Quynh Tran Ly; Aluysius Maria Ardi Handojoseno; Moran Gilat; Rifai Chai; Kaylena A. Ehgoetz Martens; Matthew Georgiades; Ganesh R. Naik; Yvonne Tran; Simon J. G. Lewis; Hung T. Nguyen 001 (EMBC, 2017)

Dopamine depletion impairs gait automaticity by altering cortico-striatal and cerebellar processing in Parkinson's disease. - Moran Gilat; Peter T. Bell; Kaylena A. Ehgoetz Martens; Matthew Georgiades; Julie M. Hall; Courtney C. Walton; Simon J. G. Lewis; James M. Shine (NeuroImage, 2017)

Vision-Based Freezing of Gait Detection with Anatomic Patch Based Representation. - Kun Hu; Zhiyong Wang 001; Kaylena Ehgoetz Martens; Simon J. G. Lewis (ACCV (1), 2018)

Convolutional 3D Attention Network for Video Based Freezing of Gait Recognition. - Renfei Sun; Zhiyong Wang 001; Kaylena Ehgoetz Martens; Simon J. G. Lewis (DICTA, 2018)

Graph Sequence Recurrent Neural Network for Vision-Based Freezing of Gait Detection. - Kun Hu; Zhiyong Wang 001; Wei Wang 115; Kaylena A. Ehgoetz Martens; Liang Wang 001; Tieniu Tan; Simon J. G. Lewis; David Dagan Feng (IEEE Trans. Image Process., 2020)

Vision-Based Freezing of Gait Detection With Anatomic Directed Graph Representation. - Kun Hu; Zhiyong Wang 001; Shaohui Mei; Kaylena A. Ehgoetz Martens; Tingting Yao; Simon J. G. Lewis; David Dagan Feng (IEEE J. Biomed. Health Informatics, 2020)

Graph Fusion Network-Based Multimodal Learning for Freezing of Gait Detection. - Kun Hu; Zhiyong Wang 001; Kaylena A. Ehgoetz Martens; Markus Hagenbuchner; Mohammed Bennamoun; Ah Chung Tsoi; Simon J. G. Lewis (IEEE Trans. Neural Networks Learn. Syst., 2023)

Multi-Level Adversarial Spatio-Temporal Learning for Footstep Pressure Based FoG Detection. - Kun Hu; Shaohui Mei; Wei Wang 115; Kaylena A. Ehgoetz Martens; Liang Wang 001; Simon J. G. Lewis; David D. Feng; Zhiyong Wang 001 (IEEE J. Biomed. Health Informatics, 2023)

Higher Order Polynomial Transformer for Fine-Grained Freezing of Gait Detection. - Renfei Sun; Kun Hu; Kaylena A. Ehgoetz Martens; Markus Hagenbuchner; Ah Chung Tsoi; Mohammed Bennamoun; Simon J. G. Lewis; Zhiyong Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)