Multi-task machine learning reveals the functional neuroanatomy fingerprint of mental processing
Zifan Wang, Yuzhong Chen, Jiadong Yan, Yi Pan, Wei Mao, Zhenxiang Xiao, Guannan Cao, Paule‐Joanne Toussaint, Weitong Guo, Boyu Zhao, Hailin Sun, Tuo Zhang, Alan Charles Evans, Xi Jiang
This study uses multi-task deep learning to identify unique functional neuroanatomy fingerprints for seven mental processes, showing high classification accuracy and robustness across datasets.
bioRxiv · Nov 30, 2023 · PreprintNeuroscience