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.

A RELIEF for the ABCD imaging data? - MIT Press Direct

scanner biases, harmonization methods should also pre- serve ... longitudinal multi- scanner imaging data. NeuroImage,. 220, 117129 ...

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 ...

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.

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 ...

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 ...

Harmonization of cortical thickness measurements across scanners ...

Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data · Medicine, Computer Science. NeuroImage · 2020.

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 ...

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 ...