Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansMagnetic Resonance ImagingBrainNeural NetworksComputer
Concurrent Modeling of Naturalistic Functional Brain Networks: A Four-Dimensional Multi-Pattern Spatio-temporal Hybrid Attention Convolutional Neural Network (MSTHA-4DCNN).
Ruonan Yang, Zihan Ma, Zhenqing Ding, Song Yin, Xiao Li, Mengxiang Chu, Kexin Wang, Yuqing Hou, Xiaowei He, Yudan Ren
Published: 202510.1109/EMBC58623.2025.11253072
Abstract
Modeling the spatiotemporal patterns of whole-brain functional networks (FBNs) using functional magnetic resonance imaging (fMRI) is crucial for understanding brain function. Although existing methods, either shallow or deep models, have achieved pro…
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