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Catie Chang

Associate Professor of Electrical and Computer Engineering
Associate Professor of Computer Science
Sally and Dave Hopkins Faculty Fellow
Associate Professor of Biomedical Engineering

Google Scholar 

Education 

Ph.D., Stanford University (Electrical Engineering)
M.S., Stanford University (Electrical Engineering)
B.S., MIT (Electrical Engineering and Computer Science)

Research Focus

AI/ML in neuroscience
Multimodal imaging of brain and brain-body dynamics
Clinical applications of computational neuroimaging

Publications

Y Li, S Wang, C Li, A Lou, H Pourmotabbed, S Goodale, DJ Englot, D Moyer, RG Bayrak, C Chang. Mind the State: Towards Unified, Context-Aware EEG-to-fMRI Synthesis. Proceedings of the 43rd International Conference on Machine Learning (ICML), 2026.

TS Bolt, S Wang, JS Nomi, R Setton, BP Gold, B deB Frederick, BTT Yeo, JJ Chen, D Picchioni, RN Spreng, JH Duyn, SD Keilholz, LQ Uddin*, C Chang*. Autonomic physiological coupling of the global fMRI signal. Nature Neuroscience 28, 1327–1335 (2025). *equal contribution

SE Goodale, N Ahmed, C Zhao, JA de Zwart, PS Özbay, D Picchioni, JH Duyn, DJ Englot, VL Morgan, C Chang. fMRI-based detection of alertness predicts behavioral response variability. eLife, 10:e62376 (2021).