Predicting gender from structural and functional connectome via multi-view graph neural networks

• 主要作者: He, Yinan
• 其他作者: Jagath C Rajapakse
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2023
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/166152
• 機構: Nanyang Technological University

Neuroimaging data are high dimensional and scarce. This causes overfitting to be a significant problem during model training, which is detrimental to the generalizability of the trained model. Using multiple modalities can introduce valuable complementary information between different neuroimaging m...