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2020 – today
- 2024
[j9]Renfei Sun, Kun Hu
, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Simon J. G. Lewis, Zhiyong Wang:
Higher Order Polynomial Transformer for Fine-Grained Freezing of Gait Detection. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12746-12759 (2024)- 2023
- [j8]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): 4166-4177 (2023) - [j7]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): 1588-1600 (2023) - 2022
- [i1]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 abs/2209.10770 (2022) - 2020
- [j6]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: 1890-1901 (2020) - [j5]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): 1215-1225 (2020)
2010 – 2019
- 2018
- [c10]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: 564-576 - [c9]Renfei Sun, Zhiyong Wang, Kaylena Ehgoetz Martens, Simon J. G. Lewis:
Convolutional 3D Attention Network for Video Based Freezing of Gait Recognition. DICTA 2018: 1-7 - 2017
- [j4]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: 207-220 (2017) - [j3]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): 2719-2728 (2017) - [c8]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: 3044-3047 - [c7]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: 3048-3051 - 2016
- [c6]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: 1599-1602 - [c5]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: 6094-6097 - 2015
- [c4]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: 6618-6621 - 2014
- [c3]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: 4119-4122 - 2013
- [j2]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: 180 (2013) - [j1]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: 190 (2013) - [c2]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: 4263-4266 - 2012
- [c1]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: 69-72
Coauthor Index
aka: Kaylena Ehgoetz Martens
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