4 papers
SurfAge-Net: A Hierarchical Surface-Based Network for Interpretable Fine-Grained Brain Age Prediction
Rongzhao He, Dalin Zhu, Ying Wang +6
Brain age prediction serves as a powerful framework for assessing brain status and detecting deviations associated with neurodevelopmental and neurodegenerative disorders. However,…
Surface Vision Mamba: Leveraging Bidirectional State Space Model for Efficient Spherical Manifold Representation
Rongzhao He, Weihao Zheng, Leilei Zhao +4
Attention-based methods have demonstrated exceptional performance in modelling long-range dependencies on spherical cortical surfaces, surpassing traditional Geometric Deep Learnin…
Are Large Language Models Possible to Conduct Cognitive Behavioral Therapy?
Hao Shen, Zihan Li, Minqiang Yang +6
In contemporary society, the issue of psychological health has become increasingly prominent, characterized by the diversification, complexity, and universality of mental disorders…
Identification of morphological fingerprint in perinatal brains using quasi-conformal mapping and contrastive learning
Boyang Wang, Weihao Zheng, Ying Wang +3
The morphological fingerprint in the brain is capable of identifying the uniqueness of an individual. However, whether such individual patterns are present in perinatal brains, and…