Robust automated preclinical fMRI preprocessing via a multi-stage dilated convolutional Swin Transformer affine registration

By leveraging GANs and Transformers, our pipeline offers a robust, accurate, and fully automated solution for preclinical fMRI.

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Publication Details

Journal
Frontiers in Neuroscience
Published
2025-12-12
DOI
https://doi.org/10.3389/fnins.2025.1621244
Primary Topic
Functional Brain Connectivity Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

Robust automated preclinical fMRI preprocessing via a multi-stage dilated convolutional Swin Transformer affine registration

Frontiers in Neuroscience
Functional Brain Connectivity Studies
article

Robust automated preclinical fMRI preprocessing via a multi-stage dilated convolutional Swin Transformer affine registration

article en

Abstract

By leveraging GANs and Transformers, our pipeline offers a robust, accurate, and fully automated solution for preclinical fMRI.

Frontiers in NeuroscienceVol. 19
Northeastern University (US), Prince Sattam Bin Abdulaziz University (SA), Tessella (United Kingdom) (GB), Carleton University (CA)
Openalex Percentile: Top 36%
Functional Brain Connectivity Studies
DOIOpen Access PDFOpenAlex
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Robust automated preclinical fMRI preprocessing via a multi-stage dilated convolutional Swin Transformer affine registration · Frontiers in Neuroscience (2025) | TGRS Research Map | TGRS