Simon J. G. Lewis

According to our database, Simon J. G. Lewis authored at least 19 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

IEEE Trans. Neural Networks Learn. Syst., September, 2024

2023

Multi-Level Adversarial Spatio-Temporal Learning for Footstep Pressure Based FoG Detection.

Kun Hu, Shaohui Mei, Wei Wang, Kaylena A. Ehgoetz Martens, Liang Wang, Simon J. G. Lewis, David D. Feng, Zhiyong Wang

IEEE J. Biomed. Health Informatics, August, 2023

Graph Fusion Network-Based Multimodal Learning for Freezing of Gait Detection.

Kun Hu, Zhiyong Wang, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Mohammed Bennamoun, Ah Chung Tsoi, Simon J. G. Lewis

IEEE Trans. Neural Networks Learn. Syst., March, 2023

2020

Vision-Based Freezing of Gait Detection With Anatomic Directed Graph Representation.

Kun Hu, Zhiyong Wang, Shaohui Mei, Kaylena A. Ehgoetz Martens, Tingting Yao, Simon J. G. Lewis, David Dagan Feng

IEEE J. Biomed. Health Informatics, 2020

Graph Sequence Recurrent Neural Network for Vision-Based Freezing of Gait Detection.

Kun Hu, Zhiyong Wang, Wei Wang, Kaylena A. Ehgoetz Martens, Liang Wang, Tieniu Tan, Simon J. G. Lewis, David Dagan Feng

IEEE Trans. Image Process., 2020

2018

Convolutional 3D Attention Network for Video Based Freezing of Gait Recognition.

Renfei Sun, Zhiyong Wang, Kaylena Ehgoetz Martens, Simon J. G. Lewis

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Vision-Based Freezing of Gait Detection with Anatomic Patch Based Representation.

Kun Hu, Zhiyong Wang, Kaylena Ehgoetz Martens, Simon J. G. Lewis

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Freezing of Gait Detection in Parkinson's Disease: A Subject-Independent Detector Using Anomaly Scores.

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

IEEE Trans. Biomed. Eng., 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

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

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

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

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Identifying montages that best detect the electroencephalogram power spectrum alteration during freezing of gait in Parkinson's disease patients.

Quynh Tran Ly, A. M. Ardi Handojoseno, Moran Gilat, Tuan Nghia Nguyen, Rifai Chai, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Detection of Gait Initiation Failure in Parkinson's disease patients using EEG signals.

Quynh Tran Ly, A. M. Ardi Handojoseno, Moran Gilat, Tuan Nghia Nguyen, Rifai Chai, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

An EEG study of turning freeze in Parkinson's disease patients: The alteration of brain dynamic on the motor and visual cortex.

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

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Prediction of freezing of gait using analysis of brain effective connectivity.

A. M. Ardi Handojoseno, James M. Shine, Moran Gilat, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Fronto-striatal gray matter contributions to discrimination learning in Parkinson's disease.

Claire O'Callaghan, Ahmed A. Moustafa, Sanne de Wit, James M. Shine, Trevor W. Robbins, Simon J. G. Lewis, Michael Hornberger

Frontiers Comput. Neurosci., 2013

A computational model of altered gait patterns in Parkinson's Disease patients negotiating narrow doorways.

Vignesh Muralidharan, Pragathi Priyadharsini Balasubramani, V. Srinivasa Chakravarthy, Simon J. G. Lewis, Ahmed A. Moustafa

Frontiers Comput. Neurosci., 2013

Using EEG spatial correlation, cross frequency energy, and wavelet coefficients for the prediction of Freezing of Gait in Parkinson's Disease patients.

A. M. Ardi Handojoseno, James M. Shine, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

The detection of Freezing of Gait in Parkinson's disease patients using EEG signals based on Wavelet decomposition.

A. M. Ardi Handojoseno, James M. Shine, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012