Classifying sex with volume-matched brain MRI

Classifying sex with volume-matched brain MRI

Sex differences in the size of specific brain structures have been extensively studied, but careful and reproducible statistical hypothesis testing to identify them produced overall small effect sizes and differences in brains of males and females. On the other hand, multivariate statistical or mach...

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Bibliographic Details
Main Authors: Matthis Ebel, Martin Domin, Nicola Neumann, Carsten Oliver Schmidt, Martin Lotze, Mario Stanke
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:NeuroImage: Reports
Subjects:
Sex discrimination
Machine learning
Convolutional neural network
Population based data
Voxel based morphometry
Online Access:http://www.sciencedirect.com/science/article/pii/S2666956023000260
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