Multi-center evaluation of Neurophet AQUA for brain MRI segmentation: T1 compared with FreeSurfer and T2-FLAIR compared with ground truth

Neurophet AQUA demonstrated high segmentation accuracy and excellent repeatability in rescanned measurements, as well as exploratory evidence of inter-scanner reproducibility on T1-weighted MRI, showing comparable performance to established tools such as FreeSurfer. It also showed consistent WMH segmentation across FLAIR types. Neurophet AQUA is highly suitable for clinical applications that require accurate analysis, high repeatability and reproducibility, and rapid brain MRI processing, making it particularly well-suited for multicenter research studies.

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Publication Details

Journal
Frontiers in Neurology
Published
2025-12-17
DOI
https://doi.org/10.3389/fneur.2025.1672133
Primary Topic
Brain Tumor Detection and Classification
Type
article
Field-Weighted Citation Impact
0.00

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article

Multi-center evaluation of Neurophet AQUA for brain MRI segmentation: T1 compared with FreeSurfer and T2-FLAIR compared with ground truth

Frontiers in Neurology
Brain Tumor Detection and Classification
article

Multi-center evaluation of Neurophet AQUA for brain MRI segmentation: T1 compared with FreeSurfer and T2-FLAIR compared with ground truth

article en

Abstract

Neurophet AQUA demonstrated high segmentation accuracy and excellent repeatability in rescanned measurements, as well as exploratory evidence of inter-scanner reproducibility on T1-weighted MRI, showing comparable performance to established tools such as FreeSurfer. It also showed consistent WMH segmentation across FLAIR types. Neurophet AQUA is highly suitable for clinical applications that require accurate analysis, high repeatability and reproducibility, and rapid brain MRI processing, making it particularly well-suited for multicenter research studies.

Frontiers in NeurologyVol. 16
Harvard University (US), University of Basel (CH), Massachusetts General Hospital (US), Department of Biomedicine Basel (CH), Neurology, Inc (US)
Alzheimer's Disease Neuroimaging Initiative
Openalex Percentile: Top 40%
Brain Tumor Detection and Classification
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