Effie Chew

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 15

Top Topics

Convolutional Neural Network

Matching Pursuit

Singular Spectrum Analysis

Top Venues

Publications

Tracey Kah-Mein Lee, H. W. Chan, Kee Hao Leo, Effie Chew, Ling Zhao, Saeid Sanei
Fidelitous Augmentation of Human Accelerometric Data for Deep Learning. HealthCom (2023)
Tracey Kah-Mein Lee, H. W. Chan, K. H. Leo, Effie Chew, Ling Zhao, Saeid Sanei
Intrinsic Properties of Human Accelerometer Data for Machine Learning. SSP (2023)
Tracey Kah-Mein Lee, H. W. Chan, K. H. Leo, Effie Chew, Ling Zhao, Saeid Sanei
Improving Rehabilitative Assessment with Statistical and Shape Preserving Surrogate Data and Singular Spectrum Analysis. SPA (2022)
Shuailei Zhang, Dezhi Zheng, Ning Tang, Effie Chew, Rosary Yuting Lim, Kai Keng Ang, Cuntai Guan
Online Adaptive CNN: a Session-to-session Transfer Learning Approach for Non-stationary EEG. SSCI (2022)
Ravikiran Mane, Effie Chew, Karen Sui Geok Chua, Kai Keng Ang, Neethu Robinson, A. Prasad Vinod, Seong-Whan Lee, Cuntai Guan
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface. CoRR (2021)
Ruyi Foong, Ning Tang, Effie Chew, Karen Sui Geok Chua, Kai Keng Ang, Chai Quek, Cuntai Guan, Kok Soon Phua, Christopher Wee Keong Kuah, Deshmukh Arun Vishwanath, Lester Hon Lum Yam, Deshan Kumar Rajeswaran
Assessment of the Efficacy of EEG-Based MI-BCI With Visual Feedback and EEG Correlates of Mental Fatigue for Upper-Limb Stroke Rehabilitation. IEEE Trans. Biomed. Eng. 67 (3) (2020)
Tracey Kah-Mein Lee, H. W. Chan, K. H. Leo, Effie Chew, Ling Zhao, Saeid Sanei
Surrogate Data for Deep Learning Architectures in Rehabilitative Edge Systems. SPA (2020)
K. M. Tracey Lee Eileen, Kuah-Li Kuah, Kee-Hao Leo, Saeid Sanei, Effie Chew, Ling Zhao
Surrogate Rehabilitative Time Series Data for Image-based Deep Learning. EUSIPCO (2019)
Ravikiran Mane, Effie Chew, Kok Soon Phua, Kai Keng Ang, A. Prasad Vinod, Cuntai Guan
Quantitative EEG as Biomarkers for the Monitoring of Post-Stroke Motor Recovery in BCI and tDCS Rehabilitation. EMBC (2018)
Mengjiao Hu, Fang Ji, Zhongkang Lu, Weimin Huang, Reza Khosrowabadi, Ling Zhao, Kai Keng Ang, Kok Soon Phua, Fatima Ali Nasrallah, Kai-Hsiang Chuang, Mary C. Stephenson, John J. Totman, Xudong Jiang, Effie Chew, Cuntai Guan, Juan Helen Zhou
Differential Amplitude of Low-Frequency Fluctuations in brain networks after BCI Training with and without tDCS in Stroke. EMBC (2018)
Pavithra Thangavel, S. Vidhya, Junhua Li, Effie Chew, Anastasios Bezerianos, Haoyong Yu
Biomechanical effects of robot assisted walking on knee joint kinematics and muscle activation pattern. ICORR (2017)
Tracey Kah-Mein Lee, Kee-Hao Leo, Saeid Sanei, Effie Chew, Ling Zhao
Triaxial rehabilitative data analysis incorporating matching pursuit. EUSIPCO (2017)
Vikram Shenoy Handiru, A. Prasad Vinod, Kai Keng Ang, Effie Chew, Cuntai Guan
Effects of transcranial direct current stimulation on the motor-imagery brain-computer interface for stroke recovery: An EEG source-space study. SMC (2017)
Tracey Kah-Mein Lee, J. G. Lim, K. H. Leo, Saeid Sanei, P. Y. Lew, Effie Chew, L. Zhao
Towards rehabilitative e-Health by introducing a new automatic scoring system. HealthCom (2016)
Danny M. T. Lee, Tracey Kah-Mein Lee, Saeid Sanei, Kee-Hao Leo, Y. H. Wong, Z. Ling, Effie Chew
Objectifying Rehabilitative Tests with Singular Spectrum Analysis. ICMSSP (2016)
Tracey Kah-Mein Lee, Kee-Hao Leo, Effie Chew, Ling Zhao, Saeid Sanei
Automated scoring of rehabilitative tests via time-frequency informed singular spectrum analysis. IWCIM (2015)
Tracey Kah-Mein Lee, K. H. Leo, Saeid Sanei, Effie Chew
Automated scoring of rehabilitative tests with singular spectrum analysis. EUSIPCO (2015)
Sau Wai Tung, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Chuanchu Wang, Christopher Wee Keong Kuah, Karen Sui Geok Chua, Yee Sien Ng, Ling Zhao, Effie Chew
A measurement of motor recovery for motor imagery-based BCI using EEG coherence analysis. ICICS (2015)
Wei He, Shuzhi Sam Ge, Yanan Li, Effie Chew, Yee Sien Ng
Neural Network Control of a Rehabilitation Robot by State and Output Feedback. J. Intell. Robotic Syst. 80 (1) (2015)
Wang Wei Lee, Shih-Cheng Yen, Ee Beng Arthur Tay, Ziyi Zhao, Tian Ma Xu, Karen Koh Mui Ling, Yee Sien Ng, Effie Chew, Angela Lou Kuen Cheong, Gerald Koh Choon Huat
A Smartphone-Centric System for the Range of Motion Assessment in Stroke Patients. IEEE J. Biomed. Health Informatics 18 (6) (2014)
Cuntai Guan, Huijuan Yang, Kai Keng Ang, Kok Soon Phua, Juanhong Yu, Chuanchu Wang, Karen Sui Geok Chua, Effie Chew
Brain-computer interface for neurorehabilitation: Looking beyond upper limbs. BCI (2014)
Sau Wai Tung, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Chuanchu Wang, Ling Zhao, Wei Peng Teo, Effie Chew
Motor imagery BCI for upper limb stroke rehabilitation: An evaluation of the EEG recordings using coherence analysis. EMBC (2013)
Haoyong Yu, Manolo S. T. A. Cruz, Gong Chen, Sunan Huang, Chi Zhu, Effie Chew, Yee Sien Ng, Nitish V. Thakor
Mechanical design of a portable knee-ankle-foot robot. ICRA (2013)
Kai Keng Ang, Cuntai Guan, Kok Soon Phua, Chuanchu Wang, Irvin Teh, Chang Wu Chen, Effie Chew
Transcranial direct current stimulation and EEG-based motor imagery BCI for upper limb stroke rehabilitation. EMBC (2012)
Wei He, Shuzhi Sam Ge, Yanan Li, Effie Chew, Yee Sien Ng
Impedance Control of a Rehabilitation Robot for Interactive Training. ICSR (2012)