Prediction of Brain Connectivity Map in Resting-State fMRI Data Using Shrinkage Estimator.
Atiye NazariHamid Alavi MajdNezhat ShakeriMohsen BakhshandehElham FaghihzadehHengameh MarzbaniPublished in: Basic and clinical neuroscience (2019)
Shrinkage approach has the positive effect on the prediction of functional connectivity. When data has a large between session variability, prediction of connectivity map can be improved by shrinking towards population mean.