Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI

no code implementations • 30 Jan 2024 • Alexander Oberstrass, Sascha E. A. Muenzing, Meiqi Niu, Nicola Palomero-Gallagher, Christian Schiffer, Markus Axer, Katrin Amunts, Timo Dickscheid

To this end, we propose the application of a fully data-driven approach to characterize nerve fiber architecture in 3D-PLI images using self-supervised representation learning.

Contrastive Learning Representation Learning