Learning robust and task-invariant functional representation from fMRI through Siamese self-supervised learning
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Functional magnetic resonance imaging (fMRI) is a powerful tool for investigating human brain function. However, the high cost of data acquisition and the inherent subjectivity of psychiatric rating scales often lead to datasets with small sample sizes and var... ...
