Learning 3D White Matter Microstructure from 2D Histology. - Vishwesh Nath; Kurt G. Schilling; Samuel Remedios; Roza G. Bayrak; Yurui Gao; Justin A. Blaber; Yuankai Huo; Bennett A. Landman; Adam W. Anderson (ISBI, 2019)

Harmonizing 1.5T/3T diffusion weighted MRI through development of deep learning stabilized microarchitecture estimators. - Vishwesh Nath; Samuel Remedios; Prasanna Parvathaneni; Colin B. Hansen; Roza G. Bayrak; Camilo Bermudez; Justin A. Blaber; Kurt G. Schilling; Vaibhav A. Janve; Yurui Gao; Yuankai Huo; Ilwoo Lyu; et al. (Image Processing, 2019)

A Deep Pattern Recognition Approach for Inferring Respiratory Volume Fluctuations from fMRI Data. - Roza G. Bayrak; Jorge Alberto Salas; Yuankai Huo; Catie Chang (MICCAI (7), 2020)

PRAGMA: Interactively Constructing Functional Brain Parcellations. - Roza G. Bayrak; Nhung Hoang; Colin B. Hansen; Catie Chang; Matthew Berger (IEEE VIS (Short Papers), 2020)

From Brain to Body: Learning Low-Frequency Respiration and Cardiac Signals from fMRI Dynamics. - Roza G. Bayrak; Colin B. Hansen; Jorge Alberto Salas; Nafis Ahmed; Ilwoo Lyu; Yuankai Huo; Catie Chang (MICCAI (7), 2021)

Reconstruction of respiratory variation signals from fMRI data. - Jorge Alberto Salas; Roza G. Bayrak; Yuankai Huo; Catie Chang (NeuroImage, 2021)

Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset? - Kurt G. Schilling; François Rheault; Laurent Petit; Colin B. Hansen; Vishwesh Nath; Fang-Cheng Yeh; Gabriel Girard; Muhamed Barakovic; Jonathan Rafael-Patino; Thomas Yu; Elda Fischi Gomez; Marco Pizzolato; et al. (NeuroImage, 2021)

Learning Subject-Specific Functional Parcellations from Cortical Surface Measures. - Roza G. Bayrak; Ilwoo Lyu; Catie Chang (PRIME@MICCAI, 2022)

NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics. - Anwar Said; Roza G. Bayrak; Tyler Derr; Mudassir Shabbir; Daniel Moyer; Catie Chang; Xenofon D. Koutsoukos (NeurIPS, 2023)

NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping. - Yamin Li; Ange Lou; Ziyuan Xu; Shengchao Zhang; Shiyu Wang; Dario J. Englot; Soheil Kolouri; Daniel Moyer; Roza G. Bayrak; Catie Chang (NeurIPS, 2024)

Reconstructing physiological signals from fMRI across the adult lifespan. - Shiyu Wang; Ziyuan Xu; Yamin Li; Mara Mather; Roza G. Bayrak; Catie Chang (CoRR, 2024)

CBrain: Cross-Modal Learning for Brain Vigilance Detection in Resting-State fMRI. - Chang Li; Yamin Li; Haatef Pourmotabbed; Shengchao Zhang; Jorge Alberto Salas; Sarah E. Goodale; Roza G. Bayrak; Catie Chang (MICCAI (1), 2025)

Defining and Benchmarking a Data-Centric Design Space for Brain Graph Construction. - Qinwen Ge; Roza G. Bayrak; Anwar Said; Catie Chang; Xenofon D. Koutsoukos; Tyler Derr (CoRR, 2025)