Soft-orthogonal constrained dual-stream encoder with self-supervised clustering network for brain functional connectivity data

Hu Lu, Tingting Jin, Hui Wei, Michele Nappi, Hu Li, Shaohua Wan

Abstract: Highlights•We propose a self-supervised clustering framework for brain disease.•We propose a soft-orthogonal constrained dual-stream encoder.•We propose a pretext task based on unsupervised domain adaption.