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ORCIDKaylena A. Ehgoetz Martens
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Journal Articles
- 2024
[j6]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
- [j5]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) - [j4]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) - 2020
- [j3]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) - [j2]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) - 2017
- [j1]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)
Conference and Workshop Papers
- 2018
- [c4]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 - [c3]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
- [c2]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 - [c1]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
Informal and Other Publications
- 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)
Coauthor Index
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