Generating Synthetic Task-based Brain Fingerprints for Population Neuroscience Using Deep Learning
Emin Serin, Kerstin Ritter, Günter Schumann…·George Ogoh
The paper introduces DeepTaskGen, a deep learning method that generates synthetic task-based contrast maps from resting-state fMRI data, outperforming benchmarks and enabling biomarker development for cognitive tasks.