FastSurferVINN: Building resolution-independence into deep learning segmentation methods—A solution for HighRes brain MRI

FastSurferVINN: Building resolution-independence into deep learning segmentation methods—A solution for HighRes brain MRI

Leading neuroimaging studies have pushed 3T MRI acquisition resolutions below 1.0 mm for improved structure definition and morphometry. Yet, only few, time-intensive automated image analysis pipelines have been validated for high-resolution (HiRes) settings. Efficient deep learning approaches, on th...

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Bibliographic Details
Main Authors: Leonie Henschel, David Kügler, Martin Reuter
Format: Article
Language:English
Published: Elsevier 2022-05-01
Series:NeuroImage
Subjects:
Computational neuroimaging
Deep learning
Structural MRI
Artificial intelligence
High-resolution
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811922000623

Internet

http://www.sciencedirect.com/science/article/pii/S1053811922000623

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