/Adaptive-Dynamic-Functional-Connectivity

The code of “Deep Spatial-Temporal Feature Fusion from Adaptive Dynamic Functional Connectivity for MCI Classification”

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Adaptive-Dynamic-Functional-Connectivity

The code of “Deep Spatial-Temporal Feature Fusion from Adaptive Dynamic Functional Connectivity for MCI Classification” doi.org/10.1109/tmi.2020.2976825

fmri_net_built对应多模态融合,其输出net为后续代码中的low_net (即section III-A)

highorder_net_built 对应RLS自适应动态连接计算+高阶网络构建 (即section III-B + D的一部分)

temporal_feature_extraction 对应论文的Spatial Feature Extraction(即section III-C)

spatial_feature_extraction 对应论文的Temporal Feature Extraction (即section III-D的一部分)

其余data_for_ultra,ffols_gui.mexw64,FFRLS,net_built_ultar_lasso_OLS是主函数的子函数

MMD-AE文件中是MMD-AE深度融合模型(即section III-E的一部分)