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Published April 21, 2025 | Version 1.1.0
Model Open

GOUHFI: Generalized and Optimized segmentation tool for Ultra-High Field Images

Authors/Creators

  • 1. ROR icon Norwegian University of Science and Technology
  • 2. ROR icon St Olav's University Hospital

Description

The Generalized and Optimized segmentation tool for Ultra-High Field Images (GOUHFI) is a deep learning-based fully automatic brain segmentation tool optimized for ultra-high field MRI (i.e., ≥ 7T MRI). Using the domain randomization approach proposed in SynthSeg (Billot et al., 2023), GOUHFI is able to segment images of any contrast, resolution and even field strength, making it broadly applicable across scanners, protocols and imaging centers. 

Files

GOUHFI.zip

Files (7.4 GB)

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Additional details

Software

Repository URL
https://github.com/mafortin/GOUHFI
Programming language
Python
Development Status
Wip