Peiyu Duan

According to our database, Peiyu Duan authored at least 15 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Learning Robust and Task-Invariant Functional Representation from fMRI through Siamese Self-Supervised Learning.

Jiyao Wang, Peiyu Duan, Nicha C. Dvornek, Lawrence H. Staib, Denis G. Sukhodolsky, Pamela Ventola, James S. Duncan

CoRR, May, 2026

FM-fMRI: Event Conditioned Flow Matching for Rest-to-Task fMRI Time-Series Synthesis.

Peiyu Duan, Jiyao Wang, Nicha C. Dvornek, Junlin Yang, Ziqi Gao, Lawrence H. Staib, James S. Duncan

CoRR, May, 2026

BioFact-MoE: Biologically Factorized Mixture of Experts for Vision-Language Prognostic Modeling in Hepatocellular Carcinoma.

Junlin Yang, Tian Yu, Nicha C. Dvornek, Yuexi Du, Peiyu Duan, Annabella Shewarega, Lawrence H. Staib, James S. Duncan, Julius Chapiro

CoRR, May, 2026

AGA3DNet: Anatomy-Guided Gaussian Priors with Multi-view xLSTM for 3D Brain MRI Subtype Classification.

Peiyu Duan, Xueqi Guo, Sepehr Farhand, Mehmet Berk Sahin, Xinyuan Zheng, James S. Duncan, Gerardo Hermosillo Valadez, Yoshihisa Shinagawa

CoRR, May, 2026

Hyperbolic Model Aggregation for Federated Learning in fMRI.

Jiyao Wang, Nicha C. Dvornek, Peiyu Duan, Andrew Marshall, Lawrence H. Staib, Jim Duncan

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Towards Zero-Shot Task-Generalizable Learning on FMRI.

Jiyao Wang, Nicha C. Dvornek, Peiyu Duan, Lawrence H. Staib, James S. Duncan

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Causal Modeling of FMRI Time-Series for Interpretable Autism Spectrum Disorder Classification.

Peiyu Duan, Nicha C. Dvornek, Jiyao Wang, Lawrence H. Staib, James S. Duncan

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

STNAGNN: Spatiotemporal Node Attention Graph Neural Network for Task-based fMRI Analysis.

Jiyao Wang, Nicha C. Dvornek, Peiyu Duan, Lawrence H. Staib, Pamela Ventola, James S. Duncan

CoRR, 2024

Self-supervised Pre-training Tasks for an fMRI Time-Series Transformer in Autism Detection.

Yinchi Zhou, Peiyu Duan, Yuexi Du, Nicha C. Dvornek

Proceedings of the Machine Learning in Clinical Neuroimaging - 7th International Workshop, 2024

Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder.

Peiyu Duan, Nicha C. Dvornek, Jiyao Wang, Jeffrey Eilbott, Yuexi Du, Denis G. Sukhodolsky, James S. Duncan

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Tuning Database Parameters Using Query Perception and Evolutionary Reinforcement Learning.

Zunhan Zhao, Wen Ye, Peiyu Duan

Proceedings of the 2024 8th International Conference on Control Engineering and Artificial Intelligence, 2024

2023

Unsupervised quality assurance for brain MR image rigid registration using latent shape representation.

Yuan Xue, Lianrui Zuo, Samuel W. Remedios, Blake E. Dewey, Peiyu Duan, Yihao Liu, Rendong Zhang, Scott D. Newsome, Ellen M. Mowry, Aaron Carass, Jerry L. Prince

Proceedings of the Medical Imaging 2023: Image Processing, 2023

Rapid Brain Meninges Surface Reconstruction with Layer Topology Guarantee.

Peiyu Duan, Yuan Xue, Shuo Han, Lianrui Zuo, Aaron Carass, Caitlyn Bernhard, Savannah Hays, Peter A. Calabresi, Susan M. Resnick, James S. Duncan, Jerry L. Prince

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Cranial meninges reconstruction based on convolutional networks and deformable models: applications to longitudinal study of normal aging.

Peiyu Duan, Shuo Han, Lianrui Zuo, Yang An, Yihao Liu, Ahmed Alshareef, Junghoon Lee, Aaron Carass, Susan M. Resnick, Jerry L. Prince

Proceedings of the Medical Imaging 2022: Image Processing, 2022

Bi-directional Synthesis of Pre- and Post-contrast MRI via Guided Feature Disentanglement.

Yuan Xue, Blake E. Dewey, Lianrui Zuo, Shuo Han, Aaron Carass, Peiyu Duan, Samuel W. Remedios, Dzung L. Pham, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince

Proceedings of the Simulation and Synthesis in Medical Imaging, 2022