Sökresultat - "brain network"

SAGN: Sparse Adaptive Gated Graph Neural Network With Graph Regularization for Identifying Dual-View Brain Networks

Xue, W., He, H., Wang, Y., Zhao, Y.

THIDS: Triplet High-Order Individual Differential Structural Brain Network

Wen, Dailin, Zhao, Chunzhi, Adali, Tulay, Zhang, Daoqiang, Calhoun, Vince D., Qi, Shile

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

A Novel Joint Multi-Graph Learning Framework for Dynamic Functional Connectivity Network Estimation Across Multiple Time Scale

Liu, Sumin, Chen, Minghan, Cao, Xin, Sheng, Zhe, Sun, Junmei, Zhan, Ju, Wang, Shuai, Wu, Guorong, Yang, Defu

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

MPIDS: Multi-Group Perturbation Based Individualized Differential Structural Brain Network

Huang, Zixin, Zhang, Yijie, Adali, Tulay, Jiang, Rongtao, Zhang, Daoqiang, Calhoun, Vince D., Qi, Shile

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

Short-Term Longitudinal Study on Brain Network Informatics of Stroke Patients Under Acupuncture and Motor Imagery Intervention

Qu, J., Du, Y., Jing, J., Wang, J., Bu, L., Wang, Y.

Amyloid-β Deposition Prediction With Large Language Model Driven and Task-Oriented Learning of Brain Functional Networks

Liu, Y., Liu, M., Zhang, Y., Guan, Y., Guo, Q., Xie, F., Shen, D.

Altered Attentional Network Dynamics in Temporal Lobe Epilepsy: A MEG-Based Analysis

V, Suhas M., Mariyappa, N., H, Anitha, Sinha, Sanjib, Kotegar, Karunakar A, M, Ravindranadh Chowdary, K, Raghavendra, Asranna, Ajay, G, Viswanathan L.

2025 10th International Conference on Signal Processing and Communication (ICSC)

Functional Biomarkers of Alzheimer’s Disease: Explainable AI using Resting-State fMRI

Sivasothy, Pavithira, Kumaralingam, Logiraj, Jegatheeswaran, Tuvensha, Srivishagan, Subaramya, Thanikasalam, Kokul, Ratnarajah, Nagulan

2025 5th International Conference on Advanced Research in Computing (ICARC)

Classification of Alzheimer’s Disease Stages using Weighted Brain Connectivity based Graph Convolutional Neural Network

Sounthararajah, Janany, Kumaralingam, Logiraj, Jegatheeswaran, Tuvensha, Srivishagan, Subaramya, Thanikasalam, Kokul, Ratnarajah, Nagulan

2025 5th International Conference on Advanced Research in Computing (ICARC)

Towards Using Network Analysis for Brain Anomaly Modeling

Doma, Vikrant, Trueblood, Fletcher, Saran, Parneet, Pirouz, Matin

2025 IEEE 15th Annual Computing and Communication Workshop and Conference (CCWC)

Heterogeneous Graph Representation Learning Framework for Resting-State Functional Connectivity Analysis

Wen, G., Cao, P., Liu, L., Hao, M., Liu, S., Zheng, J., Yang, J., Zaiane, O.R., Wang, F.

A Novel Spatio-Temporal Hub Identification in Brain Networks by Learning Dynamic Graph Embedding on Grassmannian Manifolds

Yang, D., Shen, H., Chen, M., Wang, S., Chen, J., Cai, H., Chen, X., Wu, G., Zhu, W.

Asynchronous Functional Brain Network Construction With Spatiotemporal Transformer for MCI Classification

Zhang, J., Wu, X., Tang, X., Zhou, L., Wang, L., Wu, W., Shen, D.

An Explainable Unified Framework of Spatio-Temporal Coupling Learning With Application to Dynamic Brain Functional Connectivity Analysis

Gao, B., Yu, A., Qiao, C., Calhoun, V.D., Stephen, J.M., Wilson, T.W., Wang, Y.

Enhancing Neurodegenerative Disease Diagnosis Through Confidence-Driven Dynamic Spatio-Temporal Convolutional Network

Yuan, N., Guan, D., Li, S., Zhang, L., Zhu, Q.

Topology-Guided Graph Masked Autoencoder Learning for Population-Based Neurodevelopmental Disorder Diagnosis

Li, Y., Zhang, X., Guan, S., Ma, G., Kong, Y.

Long-Interval Spatio-Temporal Graph Convolution for Brain Disease Diagnosis

Li, S., Zhu, Q., Guan, D., Shen, B., Zhang, L., Ji, Y., Qi, S., Zhang, D.

MVBNSleepNet: A Multi-View Brain Network-Based Convolutional Neural Network for Neonatal Sleep Staging

Zhou, L., Liu, M., Hu, X., Wang, L., Xu, Y., Chen, C., Chen, W.

mGNN-bw: Multi-Scale Graph Neural Network Based on Biased Random Walk Path Aggregation for ASD Diagnosis

Pan, W., Ling, G., Liu, F.

Brain Network Dynamics and Multiscale Modeling of Neurodegenerative Disorders: A Review

Shaheen, H., Melnik, R.