Harmonization of multi|site diffusion tensor imaging data

Harmonization of multi-site diffusion tensor imaging data

We propose and compare several harmonization approaches for DTI data, and show that ComBat, a popular batch-effect correction tool used in genomics, performs ...

Harmonization of multi-site diffusion tensor imaging data - PubMed

Diffusion tensor imaging (DTI) is a well-established magnetic resonance imaging (MRI) technique used for studying microstructural changes in ...

Harmonization of multi-site diffusion tensor imaging data for cervical ...

This study shows the importance of harmonization of diffusion data in the spinal cord and potential for longitudinal and multisite clinical research and ...

Harmonization of multi-site diffusion tensor imaging data - bioRxiv

Diffusion tensor imaging (DTI) is a well-established magnetic resonance imaging (MRI) technique used for studying microstructural changes in the white matter.

Multisite harmonization of diffusion tensor image analysis along the ...

Fortin JP, Parker D, Tunç B, Watanabe T, Elliott MA, Ruparel K, et al. Harmonization of multi-site diffusion tensor imaging data. Neuroimage.

(PDF) Harmonization Of Multi-Site Diffusion Tensor Imaging Data

In this paper, we introduce a modelfree method that is based on the method of moments (MoM) for direct harmonization of diffusion MRI data to ...

[PDF] Harmonization of multi-site diffusion tensor imaging data

Semantic Scholar extracted view of "Harmonization of multi-site diffusion tensor imaging data" by J. Fortin et al.

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

Harmonization of multi-site diffusion tensor imaging data. Neuroimage 161, 149–170 (2017). Article PubMed Google Scholar. Huynh, K. M., Chen ...

Harmonization of multi-site diffusion tensor imaging data - bioRxiv

Harmonization of multi-site diffusion tensor imaging data. Jean-Philippe Fortin, Drew Parker, Birkan Tunç, Takanori Watanabe, Mark A. Elliott ...

Jfortin1/ComBatHarmonization: Harmonization of multi-site imaging ...

Harmonization Of Multi-Site Diffusion Tensor Imaging Data. NeuroImage, 161, 149-170, 2017, Link. ComBat for multi-site cortical thickness measurements, Jean ...

Harmonization of Brain Diffusion MRI: Concepts and Methods

Diffusion-weighted magnetic resonance imaging (dMRI) is an MRI technique in which the image contrast is related to the diffusion of water molecules inside ...

Harmonization of multi-site diffusion tensor imaging data

Request PDF | Harmonization of multi-site diffusion tensor imaging data | Diffusion tensor imaging (DTI) is a well-established magnetic resonance imaging ...

Harmonization of multi-site diffusion tensor imaging data - OUCI

AbstractDiffusion tensor imaging (DTI) is a well-established magnetic resonance imaging (MRI) technique used for studying microstructural changes in the ...

Inter-site harmonization based on dual generative adversarial ...

Multi-site harmonization of diffusion MRI data in a registration framework. ... Harmonization of multi-site diffusion tensor imaging data.

Approaches and Challenges for Across-site Harmonization of ...

The full baseline neuroimaging data was released in April 2019 encompassing structural (T1-weighted,. T2-weighted), diffusion (diffusion tensor imaging and ...

Multisite data harmonization | CBICA

Multisite diffusion imaging data are ... Verma, Statistical harmonization of multi-site diffusion tensor imaging data with ComBat, accepted ISMRM 2017 ...

Retrospective and Prospective Harmonization of Multi-Site Diffusion ...

Yogesh Rathi, Ph.D, Brigham and Women's Hospital, Harvard Medical School Abstract: MRI data acquired from multiple scanners is affected by ...

Harmonization of Diffusion MRI - ADNI

Meta-analysis of effects from each site (early ENIGMA). 2. Fit the site/scanner effect using random effects regression. (needs centralized data).

Inter-site and inter-scanner diffusion MRI data harmonization

Third, since the acquisition parameters could be different, the accuracy of estimating the correct parameters for the dMRI model used (e.g., using multi-tensor ...

Traveling Subject-Informed Harmonization Increases Reliability of ...

Harmonization of multi-site diffusion tensor imaging data. Neuroimage, 161 ... Cross-scanner and cross-protocol diffusion MRI data harmonisation: A benchmark ...