Simon J. G. Lewis

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 14

Top Topics

Gait Recognition

Outbreak Detection

Spatial Correlation

Top Venues

IEEE J. Biomed. Health Informatics

Frontiers Comput. Neurosci.

Publications

Kun Hu, Shaohui Mei, Wei Wang, Kaylena A. Ehgoetz Martens, Liang Wang, Simon J. G. Lewis, David D. Feng, Zhiyong Wang
Multi-Level Adversarial Spatio-Temporal Learning for Footstep Pressure Based FoG Detection. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Kun Hu, Zhiyong Wang, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Mohammed Bennamoun, Ah Chung Tsoi, Simon J. G. Lewis
Graph Fusion Network-Based Multimodal Learning for Freezing of Gait Detection. IEEE Trans. Neural Networks Learn. Syst. 34 (3) (2023)
Kun Hu, Shaohui Mei, Wei Wang, Kaylena A. Ehgoetz Martens, Liang Wang, Simon J. G. Lewis, David D. Feng, Zhiyong Wang
Multi-level Adversarial Spatio-temporal Learning for Footstep Pressure based FoG Detection. CoRR (2022)
Kun Hu, Zhiyong Wang, Wei Wang, Kaylena A. Ehgoetz Martens, Liang Wang, Tieniu Tan, Simon J. G. Lewis, David Dagan Feng
Graph Sequence Recurrent Neural Network for Vision-Based Freezing of Gait Detection. IEEE Trans. Image Process. 29 (2020)
Kun Hu, Zhiyong Wang, Shaohui Mei, Kaylena A. Ehgoetz Martens, Tingting Yao, Simon J. G. Lewis, David Dagan Feng
Vision-Based Freezing of Gait Detection With Anatomic Directed Graph Representation. IEEE J. Biomed. Health Informatics 24 (4) (2020)
Kun Hu, Zhiyong Wang, Kaylena Ehgoetz Martens, Simon J. G. Lewis
Vision-Based Freezing of Gait Detection with Anatomic Patch Based Representation. ACCV (1) (2018)
Renfei Sun, Zhiyong Wang, Kaylena Ehgoetz Martens, Simon J. G. Lewis
Convolutional 3D Attention Network for Video Based Freezing of Gait Recognition. DICTA (2018)
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
Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine. EMBC (2017)
Thuy T. Pham, Steven T. Moore, Simon J. G. Lewis, Diep N. Nguyen, Eryk Dutkiewicz, Andrew J. Fuglevand, Alistair Lee McEwan, Philip Heng Wai Leong
Freezing of Gait Detection in Parkinson's Disease: A Subject-Independent Detector Using Anomaly Scores. IEEE Trans. Biomed. Eng. 64 (11) (2017)
Moran Gilat, Peter T. Bell, Kaylena A. Ehgoetz Martens, Matthew Georgiades, Julie M. Hall, Courtney C. Walton, Simon J. G. Lewis, James M. Shine
Dopamine depletion impairs gait automaticity by altering cortico-striatal and cerebellar processing in Parkinson's disease. NeuroImage 152 (2017)
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
Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals. EMBC (2017)
Quynh Tran Ly, A. M. Ardi Handojoseno, Moran Gilat, Tuan Nghia Nguyen, Rifai Chai, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
Identifying montages that best detect the electroencephalogram power spectrum alteration during freezing of gait in Parkinson's disease patients. EMBC (2016)
Quynh Tran Ly, A. M. Ardi Handojoseno, Moran Gilat, Tuan Nghia Nguyen, Rifai Chai, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
Detection of Gait Initiation Failure in Parkinson's disease patients using EEG signals. EMBC (2016)
A. M. Ardi Handojoseno, Moran Gilat, Quynh Tran Ly, Hayat Chamtie, James M. Shine, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
An EEG study of turning freeze in Parkinson's disease patients: The alteration of brain dynamic on the motor and visual cortex. EMBC (2015)
A. M. Ardi Handojoseno, James M. Shine, Moran Gilat, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
Prediction of freezing of gait using analysis of brain effective connectivity. EMBC (2014)
A. M. Ardi Handojoseno, James M. Shine, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
Using EEG spatial correlation, cross frequency energy, and wavelet coefficients for the prediction of Freezing of Gait in Parkinson's Disease patients. EMBC (2013)
Vignesh Muralidharan, Pragathi Priyadharsini Balasubramani, V. Srinivasa Chakravarthy, Simon J. G. Lewis, Ahmed A. Moustafa
A computational model of altered gait patterns in Parkinson's Disease patients negotiating narrow doorways. Frontiers Comput. Neurosci. 7 (2013)
Claire O'Callaghan, Ahmed A. Moustafa, Sanne de Wit, James M. Shine, Trevor W. Robbins, Simon J. G. Lewis, Michael Hornberger
Fronto-striatal gray matter contributions to discrimination learning in Parkinson's disease. Frontiers Comput. Neurosci. 7 (2013)
A. M. Ardi Handojoseno, James M. Shine, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
The detection of Freezing of Gait in Parkinson's disease patients using EEG signals based on Wavelet decomposition. EMBC (2012)