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Roza Gunes Bayrak
Roza Gunes Bayrak
Research Assistant Professor, Vanderbilt University
Verified email at vanderbilt.edu - Homepage
Title
Cited by
Cited by
Year
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
KG Schilling, F Rheault, L Petit, CB Hansen, V Nath, FC Yeh, G Girard, ...
Neuroimage 243, 118502, 2021
1292021
Reconstruction of respiratory variation signals from fMRI data
JA Salas, RG Bayrak, Y Huo, C Chang
Neuroimage 225, 117459, 2021
212021
Characterization and correlation of signal drift in diffusion weighted MRI
CB Hansen, V Nath, AE Hainline, KG Schilling, P Parvathaneni, ...
Magnetic resonance imaging 57, 133-142, 2019
132019
Harmonizing 1.5 T/3T diffusion weighted MRI through development of deep learning stabilized microarchitecture estimators
V Nath, S Remedios, P Parvathaneni, CB Hansen, RG Bayrak, ...
Medical Imaging 2019: Image Processing 10949, 173-182, 2019
102019
A deep pattern recognition approach for inferring respiratory volume fluctuations from fmri data
RG Bayrak, JA Salas, Y Huo, C Chang
International Conference on Medical Image Computing and Computer-Assisted …, 2020
92020
Neurograph: Benchmarks for graph machine learning in brain connectomics
A Said, R Bayrak, T Derr, M Shabbir, D Moyer, C Chang, X Koutsoukos
Advances in Neural Information Processing Systems 36, 6509-6531, 2023
62023
TractEM: fast protocols for whole brain deterministic tractography-based white matter atlas
RG Bayrak, KG Schilling, JM Greer, CB Hansen, CM Greer, JA Blaber, ...
bioRxiv, 651935, 2019
62019
From brain to body: learning low-frequency respiration and cardiac signals from fMRI dynamics
RG Bayrak, CB Hansen, JA Salas, N Ahmed, I Lyu, Y Huo, C Chang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
52021
TractEM: Evaluation of protocols for deterministic tractography white matter atlas
F Rheault, RG Bayrak, X Wang, KG Schilling, JM Greer, CB Hansen, ...
Magnetic resonance imaging 85, 44-56, 2022
22022
Consideration of cerebrospinal fluid intensity variation in diffusion weighted MRI
CB Hansen, V Nath, AE Hainline, KG Schilling, P Parvathaneni, ...
Medical Imaging 2019: Physics of Medical Imaging 10948, 629-636, 2019
22019
Learning subject-specific functional parcellations from cortical surface measures
RG Bayrak, I Lyu, C Chang
International Workshop on PRedictive Intelligence In MEdicine, 172-180, 2022
12022
Learning 3D White Matter Microstructure from 2D Histology
V Nath, KG Schilling, S Remedios, RG Bayrak, Y Gao, JA Blaber, Y Huo, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
12019
Proceedings of the OHBM Brainhack 2022
S Moia, HT Wang, AS Heinsfeld, D Jarecka, YF Yang, S Heunis, ...
2024
Computational Methods to Advance Individual Precision in Brain Mapping
RG Bayrak
Vanderbilt University, 2023
2023
PRAGMA: Interactively Constructing Functional Brain Parcellations
RG Bayrak, N Hoang, CB Hansen, C Chang, M Berger
2020 IEEE Visualization Conference (VIS), 46-50, 2020
2020
Tracing peripheral physiology in low frequency fMRI dynamics
RG Bayrak, C Hansen, J Salas, N Ahmed, I Lyu, M Mather, Y Huo, ...
OSF, 0
Deep learning 3D white matter fiber orientation from 2D histology: pulling 3D rabbits out of 2D hats
KG Schilling, V Nath, S Remedios, RG Bayrak, Y Gao, JA Blaber, ...
TractEM: A fast protocol for Whole Brain Tractography
RG Bayrak, KG Schilling, J Greer, CB Hansen, JA Blaber, CM Greer, ...
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