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Inter|Scanner Harmonization of High Angular Resolution DW|MRI ...


Inter-Scanner Harmonization of High Angular Resolution DW-MRI ...

Title:Inter-Scanner Harmonization of High Angular Resolution DW-MRI using Null Space Deep Learning ... Abstract:Diffusion-weighted magnetic ...

Inter-Scanner Harmonization of High Angular Resolution DW-MRI ...

We propose a new network architecture, the null space deep network (NSDN), to simultaneously learn on traditional observed/truth pairs (eg, MRI-histology ...

Inter-Scanner Harmonization of High Angular Resolution DW-MRI ...

This work proposes a new network architecture, the null space deep network (NSDN), to simultaneously learn on traditional observed/truth pairs along with ...

Inter-Scanner Harmonization of High Angular Resolution DW-MRI ...

Diffusion-weighted magnetic resonance imaging (DW-MRI) allows for non-invasive imaging of the local fiber architecture of the human brain at a millimetric ...

Inter-Scanner Harmonization of High Angular Resolution DW-MRI ...

Request PDF | Inter-Scanner Harmonization of High Angular Resolution DW-MRI Using Null Space Deep Learning | Diffusion-weighted magnetic resonance imaging ...

Inter-site and inter-scanner diffusion MRI data harmonization - PMC

Apparent diffusion coefficients from high angular resolution diffusion imaging: estimation and applications. Magn Reson Med. 2006;56:395–410. doi: 10.1002 ...

Inter-Scanner Harmonization of High Angular Resolution DW-MRI ...

Inter-Scanner Harmonization of High Angular Resolution DW-MRI Using Null Space Deep Learning · List of references · Publications that cite this publication.

Inter-Scanner Harmonization of High Angular Resolution DW-MRI ...

Diffusion-weighted magnetic resonance imaging (DW-MRI) allows for non-invasive imaging of the local fiber architecture of the human brain at a millimetric ...

CDMRI'18 – Programme

... diffusion MRI” Alessandro Mella et al ... Board CDMRI-4, "Inter-scanner harmonization of high angular resolution DW-MRI using null space deep learning"

‪Colin B. Hansen‬ - ‪Google Scholar‬

Magnetic resonance imaging 62, 220-227, 2019. 45, 2019. Inter-scanner harmonization of high angular resolution DW-MRI using null space deep learning. V Nath, P ...

Cross-scanner reproducibility and harmonization of a diffusion MRI ...

Harmonizing diffusion MRI data across multiple sites and scanners ... high-angular-resolution diffusion-weighted imaging. NMR Biomed, 26 ...

Scanner invariant representations for diffusion MRI harmonization

We downsample the spatial resolution of the high resolution scans to 2.4 mm isotropic to test the multi-task method, but keep the angular ...

Harmonization of Brain Diffusion MRI: Concepts and Methods

Non local spatial and angular matching: enabling higher spatial resolution diffusion MRI datasets through adaptive denoising. Med. Image Anal. 32, 115–130 ...

Cross-scanner and cross-protocol multi-shell diffusion MRI data ...

Task 1: matched resolution cross-scanner harmonization ... Test-retest reliability of high spatial resolution diffusion tensor and diffusion ...

Cross-scanner and cross-protocol diffusion MRI data harmonisation

... higher spatial and angular resolution. The dataset serves as a useful testbed for method development in cross-scanner/cross-protocol diffusion MRI ...

Diffusion MRI with Machine Learning - arXiv

“Inter-scanner harmonization of high angular resolution dw-mri using null space deep learning,” in Computational Diffusion MRI: Inter-.

Harmonizing 1.5T/3T diffusion weighted MRI through development ...

Nath, Inter-Scanner Harmonization of High Angular Resolution DW-MRI using Null Space Deep Learning, MICCAI Workshop. Publications that cite this publication.

Inter-Scanner Harmonization of High Angular Resolution DW-MRI ...

Inter-Scanner Harmonization of High Angular Resolution DW-MRI using Null Space Deep Learning. 48 0 0.0 ( 0 ). Download Cite. Added by Vishwesh Nath. Publication ...

‪Samuel W. Remedios‬ - ‪Google Scholar‬

Inter-scanner harmonization of high angular resolution DW-MRI using null space deep learning. V Nath, P Parvathaneni, CB Hansen, AE Hainline, C Bermudez, ...

Harmonized diffusion MRI data and white matter measures from the ...

Inter-site and inter-scanner diffusion MRI data harmonization. ... & Arfanakis, K. Development of a high angular resolution diffusion imaging ...