2025
Manuscripts
Deep-Physio-Recon: Tracing peripheral physiology in low frequency fMRI dynamics
Roza G. Bayrak, Colin B. Hansen, Jorge Salas, Nafis Ahmed, Ilwoo Lyu, Mara Mather, Yuankai Huo, Catie Chang
Imaging Neuroscience (2025)
The physiological component of the BOLD signal: Impact of age and heart rate variability biofeedback training
Richard Song, Jungwon Min, Shiyu Wang, Sarah E. Goodale, Kimberly Rogge-Obando, Ruoqi Yang, Hyun Joo Yoo, Kaoru Nashiro, Jingyuan E. Chen, Mara Mather, Catie Chang
Imaging Neuroscience (2025)
A VQ-VAE framework for modeling physiological information in fMRI
Shiyu_Wang, Yamin Li, Ziyuan Xu, Haatef Pourmotabbed, Chang Li, Roza G Bayrak, Catie Chang
Foundation Models for the Brain and Body NeurIPS 2025 Workshop (2025)
Reconstructing physiological signals from fMRI across the adult lifespan
Shiyu Wang*, Ziyuan Xu*, Laurent M. Lochard, Yamin Li, Jiawen Fan, Jingyuan E. Chen, Yuankai Huo, Mara Mather, Roza G. Bayrak, Catie Chang
SPIE Medical Imaging (2025)
Abstracts
A Collaboration for Standardizing Physiological Data Quality Assessment in Neuroimaging
Rithwik Guntaka, Shansita D. Sharma, Richard Song, Shiyu Wang, Kimberly Rogge-Obando, Sarah Goodale, Haatef Pourmotabbed, Jeffrey M. Harding, Alex Douma, Catie Chang, Roza G Bayrak
Organization for Human Brain Mapping (OHBM) Annual Meeting, Brisbane, Australia, June 24 -- 28, 2025
Manuscripts from relevant projects and collaborations
Functional MRI signatures of autonomic physiology in aging
Jiawen Fan, Meher R. Juttukonda, Sarah E. Goodale, Shiyu Wang, Csaba Orbán, Divya Varadarajan, Jonathan R. Polimeni, Catie Chang, David H. Salat, Jingyuan E. Chen
Communications Biology, 2025