Guorong Wu

Nonlocal atlas-guided multi-channel forest learning for human brain labeling: Nonlocal atlas-guided multi-channel forest learning

2020 · UNC Libraries

It is important for many quantitative brain studies to label meaningful anatomical regions in MR brain images. However, due to high complexity of brain structures and ambiguous boundaries between different anatomical regions, the anatomical labeling …

Understanding Brain Functional Dynamics Through Neural Koopman Operator With Control Mechanism

2025 · IEEE Transactions on Medical Imaging

One of the fundamental scientific problems in neuroscience is to have a good understanding of how cognition and behavior emerge from brain function. Since the neuroscience concept of cognitive control parallels the notion of system …