BrainNPT: Pre-Training Transformer Networks for Brain Network Classification

• Main Authors: Jinlong Hu (Author), Yangmin Huang (Author), Nan Wang (Author), Shoubin Dong (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Deep learning methods have advanced quickly in brain imaging analysis over the past few years, but they are usually restricted by the limited labeled data. Pre-trained model on unlabeled data has presented promising improvement in feature learning in many domains, such as natural language processing...