Simon J. G. Lewis

20 papers Misc 1Journal 10Unranked 9
YearRankTypeTitle / Venue / Authors
2024 J jnl
Higher Order Polynomial Transformer for Fine-Grained Freezing of Gait Detection.
IEEE Trans. Neural Networks Learn. Syst.
Renfei Sun, Kun Hu, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Simon J. G. Lewis, Zhiyong Wang
2023 J jnl
Graph Fusion Network-Based Multimodal Learning for Freezing of Gait Detection.
IEEE Trans. Neural Networks Learn. Syst.
Kun Hu, Zhiyong Wang, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Mohammed Bennamoun, Ah Chung Tsoi, Simon J. G. Lewis
2023 J jnl
Multi-Level Adversarial Spatio-Temporal Learning for Footstep Pressure Based FoG Detection.
IEEE J. Biomed. Health Informatics
Kun Hu, Shaohui Mei, Wei Wang, Kaylena A. Ehgoetz Martens, Liang Wang, Simon J. G. Lewis, David D. Feng, Zhiyong Wang
2022 J jnl
Multi-level Adversarial Spatio-temporal Learning for Footstep Pressure based FoG Detection.
CoRR
Kun Hu, Shaohui Mei, Wei Wang, Kaylena A. Ehgoetz Martens, Liang Wang, Simon J. G. Lewis, David D. Feng, Zhiyong Wang
2020 J jnl
Graph Sequence Recurrent Neural Network for Vision-Based Freezing of Gait Detection.
IEEE Trans. Image Process.
Kun Hu, Zhiyong Wang, Wei Wang, Kaylena A. Ehgoetz Martens, Liang Wang, Tieniu Tan, Simon J. G. Lewis, David Dagan Feng
2020 J jnl
Vision-Based Freezing of Gait Detection With Anatomic Directed Graph Representation.
IEEE J. Biomed. Health Informatics
Kun Hu, Zhiyong Wang, Shaohui Mei, Kaylena A. Ehgoetz Martens, Tingting Yao, Simon J. G. Lewis, David Dagan Feng
2018 Misc conf
Convolutional 3D Attention Network for Video Based Freezing of Gait Recognition.
DICTA
Renfei Sun, Zhiyong Wang, Kaylena Ehgoetz Martens, Simon J. G. Lewis
2018 — conf
Vision-Based Freezing of Gait Detection with Anatomic Patch Based Representation.
ACCV (1)
Kun Hu, Zhiyong Wang, Kaylena Ehgoetz Martens, Simon J. G. Lewis
2017 — conf
Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine.
EMBC
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
2017 — conf
Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals.
EMBC
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
2017 J jnl
Dopamine depletion impairs gait automaticity by altering cortico-striatal and cerebellar processing in Parkinson's disease.
NeuroImage
Moran Gilat, Peter T. Bell, Kaylena A. Ehgoetz Martens, Matthew Georgiades, Julie M. Hall, Courtney C. Walton, Simon J. G. Lewis, James M. Shine
2017 J jnl
Freezing of Gait Detection in Parkinson's Disease: A Subject-Independent Detector Using Anomaly Scores.
IEEE Trans. Biomed. Eng.
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
2016 — conf
Detection of Gait Initiation Failure in Parkinson's disease patients using EEG signals.
EMBC
Quynh Tran Ly, A. M. Ardi Handojoseno, Moran Gilat, Tuan Nghia Nguyen, Rifai Chai, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
2016 — conf
Identifying montages that best detect the electroencephalogram power spectrum alteration during freezing of gait in Parkinson's disease patients.
EMBC
Quynh Tran Ly, A. M. Ardi Handojoseno, Moran Gilat, Tuan Nghia Nguyen, Rifai Chai, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
2015 — conf
An EEG study of turning freeze in Parkinson's disease patients: The alteration of brain dynamic on the motor and visual cortex.
EMBC
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
2014 — conf
Prediction of freezing of gait using analysis of brain effective connectivity.
EMBC
A. M. Ardi Handojoseno, James M. Shine, Moran Gilat, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
2013 J jnl
A computational model of altered gait patterns in Parkinson's Disease patients negotiating narrow doorways.
Frontiers Comput. Neurosci.
Vignesh Muralidharan, Pragathi Priyadharsini Balasubramani, V. Srinivasa Chakravarthy, Simon J. G. Lewis, Ahmed A. Moustafa
2013 J jnl
Fronto-striatal gray matter contributions to discrimination learning in Parkinson's disease.
Frontiers Comput. Neurosci.
Claire O'Callaghan, Ahmed A. Moustafa, Sanne de Wit, James M. Shine, Trevor W. Robbins, Simon J. G. Lewis, Michael Hornberger
2013 — conf
Using EEG spatial correlation, cross frequency energy, and wavelet coefficients for the prediction of Freezing of Gait in Parkinson's Disease patients.
EMBC
A. M. Ardi Handojoseno, James M. Shine, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
2012 — conf
The detection of Freezing of Gait in Parkinson's disease patients using EEG signals based on Wavelet decomposition.
EMBC
A. M. Ardi Handojoseno, James M. Shine, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen