People

Siti Balqis Samdin

Postdoctoral Fellows

Introduction

Siti Balqis obtained her Ph.D. in Biomedical Engineering from Universiti Teknologi Malaysia (UTM) where she worked in state-space modelings and estimations for multivariate neural signals such as functional magnetic resonance imaging (fMRI) and electroencephalogram (EEG). Her research interests include biomedical signal and image processing, time-series modelings and estimations, Bayesian inference and complex brain-network analysis.

Research Interests

Bio-signals and image processing, Time series analysis, Bayesian statistics, Brain-network analysis, Complex brain-network analysis, Classification and recognition

Selected Publications

1. S. B. Samdin, C. Ting, H. Ombao and S. Salleh, "A Unified Estimation Framework for State-Related Changes in Effective Brain Connectivity," in IEEE Transactions on Biomedical Engineering, vol. 64, no. 4, pp. 844-858, April 2017.
2. C. Ting, H. Ombao, S. B. Samdin and S. Salleh, "Estimating Dynamic Connectivity States in fMRI Using Regime-Switching Factor Models," in IEEE Transactions on Medical Imaging, vol. 37, no. 4, pp. 1011-1023, April 2018.

Education

2017 : Ph. D. In Biomedical Engineering, Universiti Teknologi Malaysia 🇲🇾 (UTM)
2011 : B. Eng. in Biomedical Engineering, Universiti Teknologi Malaysia 🇲🇾 (UTM)