Kaylena A. Ehgoetz Martens

According to our database, Kaylena A. Ehgoetz Martens authored at least 9 papers between 2017 and 2023.

Collaborative distances:

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

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

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