DBB - A Distorted Brain Benchmark for Automatic Tissue Segmentation in Paediatric Patients

DBB - A Distorted Brain Benchmark for Automatic Tissue Segmentation in Paediatric Patients

T1-weighted magnetic resonance images provide a comprehensive view of the morphology of the human brain at the macro scale. These images are usually the input of a segmentation process that aims detecting the anatomical structures labeling them according to a predefined set of target tissues. Automa...

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Bibliographic Details
Main Authors: Gabriele Amorosino, Denis Peruzzo, Daniela Redaelli, Emanuele Olivetti, Filippo Arrigoni, Paolo Avesani
Format: Article
Language:English
Published: Elsevier 2022-10-01
Series:NeuroImage
Subjects:
Brain tissue segmentation
Brain malformation
Machine learning
Supervised learning
Benchmark
Magnetic resonance imaging (MRI)
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811922006024

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http://www.sciencedirect.com/science/article/pii/S1053811922006024

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