Automatic recognition of specific local cortical folding patterns

Automatic recognition of specific local cortical folding patterns

The study of local cortical folding patterns showed links with psychiatric illnesses as well as cognitive functions. Despite the tools now available to visualize cortical folds in 3D, manually classifying local sulcal patterns is a time-consuming and tedious task. In fact, 3D visualization of folds...

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Bibliographic Details
Main Authors: Léonie Borne, Denis Rivière, Arnaud Cachia, Pauline Roca, Charles Mellerio, Catherine Oppenheim, Jean-François Mangin
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:NeuroImage
Subjects:
Cortical sulci
Pattern recognition
Machine learning
Supervised learning
Classification
Convolution neural network
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811921004857

Internet

http://www.sciencedirect.com/science/article/pii/S1053811921004857

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