A method for harmonizing longitudinal multi|scanner imaging data

A method for harmonizing longitudinal multi-scanner imaging data

We propose a method for harmonizing longitudinal multi-scanner imaging data based on ComBat, a method originally developed for genomics and later adapted to ...

A Method for Harmonizing Longitudinal Multi-scanner Imaging Data

Using longitudinal cortical thickness measurements from 663 participants in the Alzheimer's Disease Neuroimaging Initiative (ADNI) study, we ...

Longitudinal ComBat:A Method for Harmonizing Longitudinal Multi ...

We propose a method for harmonizing longitudinal multi-scanner imaging data based on ComBat, a method originally developed for genomics and later adapted to ...

A Method for Harmonizing Longitudinal Multi-scanner Imaging Data

The proposed method would be useful for other types of longitudinal data requiring harmonization, such as genomic data, or neuroimaging studies ...

jcbeer/longCombat: R package to implement longitudinal ComBat

... A method for harmonizing multi-batch longitudinal data ... (2020) Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data.

A Method for Harmonizing Longitudinal Multi-scanner Imaging Data

We propose a method for the harmonization of longitudinal multi-scanner imaging data based on ComBat, a method originally developed for genomics.

A multi-scanner neuroimaging data harmonization using RAVEL ...

... image level harmonization and regional level harmonization methods ... Longitudinal combat: a method for harmonizing longitudinal multi-scanner imaging data.

A Method for Harmonizing Longitudinal Multi-scanner Imaging Data

AbstractWhile aggregation of neuroimaging datasets from multiple sites and scanners can yield increased statistical power, it also presents challenges due ...

Harmonization of multi-scanner magnetic resonance imaging data.

... longitudinal neuroimaging data due to potential scanner upgrades or replacements at sites. ... harmonization techniques, addressing the ...

A multi-scanner neuroimaging data harmonization using RAVEL ...

Initiative, et al. Longitudinal combat: a method for harmonizing longitudinal multi-scanner imaging data. Neuroimage, 220 (2020), p. 117129.

A longitudinal multi-scanner multimodal human neuroimaging dataset

Multi-site collaboration is vital in the context of techniques such as neuroimaging ... Harmonization of multi-site diffusion tensor imaging data.

Removing scanner effects with a multivariate latent approach

K. A.. (. 2020. ). Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data . NeuroImage. ,. 220. ,. 117129 . https ...

Validation of cross-sectional and longitudinal ComBat ...

Validation of cross-sectional and longitudinal ComBat harmonization methods for magnetic resonance imaging data on a travelling subject cohort. Citation.

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

Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data. ... methods for magnetic resonance imaging data on a ...

harmonization of multi-scanner magnetic resonance

... harmonize image-derived measures in multi-scanner data ... Longitudinal combat: A method for harmonizing longitudinal multi-scanner imaging data.

Harmonization of multi-site functional MRI data with dual-projection ...

Longitudinal ComBat: a method for harmonizing longitudinal multi-scanner imaging data. NeuroImage 220:117129. doi: 10.1016/j.neuroimage.2020.117129. PubMed ...

Comparison of ComBat harmonization methods for longitudinal ...

Comparison of ComBat harmonization methods for longitudinal magnetic resonance imaging data in a travelling subject cohort ... In structural data scanner ...

Validation of cross-sectional and longitudinal ComBat ... - Apollo

ComBat harmonization methods have shown promise but have not yet been tested on all the data types commonly studied with magnetic resonance imaging (MRI). This ...

Cross-scanner harmonization methods for structural MRI may need ...

However, none of the methods succeeded in harmonizing the Longitudinal dataset. ... method for imaging biomarker measurements across scanners has not been ...

A multi-scanner neuroimaging data harmonization using RAVEL ...

A multi-scanner neuroimaging data harmonization ... Beer, Longitudinal combat: a method for harmonizing longitudinal multi-scanner imaging data, Neuroimage, № 220 ...