Dynamic analysis of resting state fMRI data and its applications. - Shiyang Chen 001; Bing Ji; Zhihao Li 003; Jason Langley; Xiaoping Hu 001 (ICASSP, 2016)

Spatiotemporal Modeling of Brain Dynamics Using Resting-State Functional Magnetic Resonance Imaging with Gaussian Hidden Markov Model. - Shiyang Chen 001; Jason Langley; Xiangchuan Chen; Xiaoping Hu 001 (Brain Connect., 2016)

Instantaneous brain dynamics mapped to a continuous state space. - Jacob C. Billings; Alessio Medda; Sadia Shakil; Xiaohong Shen 002; Amrit Kashyap; Shiyang Chen 001; Anzar Abbas; Xiaodi Zhang 004; Maysam Nezafati; Wen-Ju Pan; Gordon J. Berman; Shella D. Keilholz (NeuroImage, 2017)

Individual Identification Using the Functional Brain Fingerprint Detected by the Recurrent Neural Network. - Shiyang Chen 001; Xiaoping Hu 001 (Brain Connect., 2018)

Spatiotemporal modeling of brain dynamics using machine learning approaches. - Shiyang Chen 001 (2019)