Berkin Bilgic
Orcid: 0000-0002-9080-7865Affiliations:
- Harvard Medical School, MA, USA
According to our database1,
Berkin Bilgic
authored at least 48 papers
between 2010 and 2026.
Collaborative distances:
Collaborative distances:
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Bibliography
2026
Rapid whole brain motion-robust mesoscale in-vivo MR imaging using multi-scale implicit neural representation.
Medical Image Anal., 2026
2025
Explainable AI for Accelerated Microstructure Imaging: A SHAP-Guided Protocol on the Connectome 2.0 scanner.
CoRR, September, 2025
Rapid Whole Brain Mesoscale In-vivo MR Imaging using Multi-scale Implicit Neural Representation.
CoRR, February, 2025
Quantifying axonal features of human superficial white matter from three-dimensional multibeam serial electron microscopy data assisted by deep learning.
NeuroImage, 2025
2024
Mesoscale Brain Mapping: Bridging Scales and Modalities in Neuroimaging - A Symposium Review.
Neuroinformatics, October, 2024
NLCG-Net: A Model-Based Zero-Shot Learning Framework for Undersampled Quantitative MRI Reconstruction.
CoRR, 2024
2023
Diffusion MRI data analysis assisted by deep learning synthesized anatomical images (DeepAnat).
Medical Image Anal., May, 2023
High-fidelity mesoscale in-vivo diffusion MRI through gSlider-BUDA and circular EPI with S-LORAKS reconstruction.
NeuroImage, 2023
Improved Multi-shot Diffusion-Weighted MRI with Zero-Shot Self-supervised Learning Reconstruction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
2022
NeuroImage, 2022
Mapping the human connectome using diffusion MRI at 300 mT/m gradient strength: Methodological advances and scientific impact.
NeuroImage, 2022
Wave-Encoded Model-based Deep Learning for Highly Accelerated Imaging with Joint Reconstruction.
CoRR, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Improved cortical surface reconstruction using sub-millimeter resolution MPRAGE by image denoising.
NeuroImage, 2021
A 48-channel receive array coil for mesoscopic diffusion-weighted MRI of <i>ex vivo</i> human brain on the 3 T connectome scanner.
NeuroImage, 2021
High-fidelity approximation of grid- and shell-based sampling schemes from undersampled DSI using compressed sensing: Post mortem validation.
NeuroImage, 2021
Connectome 2.0: Developing the next-generation ultra-high gradient strength human MRI scanner for bridging studies of the micro-, meso- and macro-connectome.
NeuroImage, 2021
Variable flip angle echo planar time-resolved imaging (vFA-EPTI) for fast high-resolution gradient echo myelin water imaging.
NeuroImage, 2021
Accurate parameter estimation using scan-specific unsupervised deep learning for relaxometry and MR fingerprinting.
CoRR, 2021
Quantifying the uncertainty of neural networks using Monte Carlo dropout for deep learning based quantitative MRI.
CoRR, 2021
eRAKI: Fast Robust Artificial neural networks for K-space Interpolation (RAKI) with Coil Combination and Joint Reconstruction.
CoRR, 2021
Scan Specific Artifact Reduction in K-space (SPARK) Neural Networks Synergize with Physics-based Reconstruction to Accelerate MRI.
CoRR, 2021
2020
NeuroImage, 2020
2019
Phase-matched virtual coil reconstruction for highly accelerated diffusion echo-planar imaging.
NeuroImage, 2019
Nonlinear Dipole Inversion (NDI) enables Quantitative Susceptibility Mapping (QSM) without parameter tuning.
CoRR, 2019
2018
NeuroImage, 2018
Highly Accelerated Multishot EPI through Synergistic Combination of Machine Learning and Joint Reconstruction.
CoRR, 2018
CoRR, 2018
2017
3D MR fingerprinting with accelerated stack-of-spirals and hybrid sliding-window and GRAPPA reconstruction.
NeuroImage, 2017
Simultaneous Time Interleaved MultiSlice (STIMS) for Rapid Susceptibility Weighted acquisition.
NeuroImage, 2017
Simultaneous multislice magnetic resonance fingerprinting with low-rank and subspace modeling.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Vessel Orientation Constrained Quantitative Susceptibility Mapping (QSM) Reconstruction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
2015
Fast quantitative susceptibility mapping using 3D EPI and total generalized variation.
NeuroImage, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2013
IEEE Trans. Medical Imaging, 2013
Quantitative Susceptibility Map Reconstruction via a Total Generalized Variation Regularization.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
2012
MRI estimates of brain iron concentration in normal aging using quantitative susceptibility mapping.
NeuroImage, 2012
Accelerated Diffusion Spectrum Imaging with Compressed Sensing Using Adaptive Dictionaries.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
2010
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010