A Sparse Partial Correlation and DualAEMMD Fusion Framework for Identifying Major Depressive Disorder Using Resting-State fMRI

Authors: Qiao, HongQiang, Jie, Jing, Tan, Xin, Zhou, KeCheng, Guo, Qi

Source: 2025 18th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), 2025 18th International Congress on. :1-8 Oct, 2025

Relation: 2025 18th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

TMODFCFNet: Topological Multi-Order Dynamic Functional Connection Fusion Network for the Diagnosis of ADHD in Children based on fNIRS

Authors: Chu, Mengxiang, Ma, Yunxiang, Wen, Yiling, Li, Jintao, Tian, Rumeng, Ren, Jiaojiao, He, Xiaowei, Guo, Hongbo, Li, Xiao, Yu, Jingjing

Source: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2025 47th Annual International Conference of the IEEE. :1-5 Jul, 2025

Relation: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

A Connectivity-Enhanced Concatenated Dynamic Graph Neural Network for Cognitive Ability Prediction

Authors: Zhuang, Yulong, Su, Jianpo, Fan, Zhipeng, Yu, Yang, Zeng, Ling-Li, Hu, Dewen

Source: 2025 37th Chinese Control and Decision Conference (CCDC) Chinese Control and Decision Conference (CCDC), 2025 37th. :6493-6500 May, 2025

Relation: 2025 37th Chinese Control and Decision Conference (CCDC)

Classiffication of Mild Cognitive Impairment Based on Dynamic Functional Connectivity using Spatio-Temporal Transformer

Authors: Zhang, Jing, Lyu, Yanjun, Yu, Xiaowei, Zhang, Lu, Cao, Chao, Chen, Tong, Chen, Minheng, Zhuang, Yan, Liu, Tianming, Zhu, Dajiang

Source: 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2025 IEEE 22nd International Symposium on. :1-5 Apr, 2025

Relation: 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

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

Source: 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2025 IEEE 22nd International Symposium on. :1-4 Apr, 2025

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

Adaptive-Similarity-Based Brain Dynamic Functional Connectivity with Spatial-Temporal Attention and Domain Adaptation for Schizophrenia Diagnosis

Authors: Ji, Yixin, Calhoun, Vince D., Jiang, Rongtao, Zhang, Daoqiang, Qi, Shile

Source: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2025 - 2025 IEEE International Conference on. :1-5 Apr, 2025

Relation: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Study on the effectiveness of brain dynamic network clustering with standardized distances in space-time constraints

Authors: Zhou, Yifan, Shi, Yuhu

Source: 2025 4th International Symposium on Computer Applications and Information Technology (ISCAIT) Computer Applications and Information Technology (ISCAIT), 2025 4th International Symposium on. :1685-1688 Mar, 2025

Relation: 2025 4th International Symposium on Computer Applications and Information Technology (ISCAIT)

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

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

Source: 2025 10th International Conference on Signal Processing and Communication (ICSC) Signal Processing and Communication (ICSC), 2025 10th International Conference on. :619-624 Feb, 2025

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

RS-MAE: Region-State Masked Autoencoder for Neuropsychiatric Disorder Classifications Based on Resting-State fMRI

Authors: Ma, H., Xu, Y., Tian, L.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 36(6):10707-10720 Jun, 2025

EEG Detection and Prediction of Freezing of Gait in Parkinson's Disease Based on Spatiotemporal Coherent Modes

Authors: Li, J., Guo, Y.

Source: IEEE Journal of Biomedical and Health Informatics IEEE J. Biomed. Health Inform. Biomedical and Health Informatics, IEEE Journal of. 29(4):2521-2533 Apr, 2025

Dynamic Brain Functional Networks to Investigate Protective Mechanisms Against Epileptic Seizures

Authors: Varotto, Giulia, Nunez, Pablo, Di Giacomo, Roberta, Poza, Jesus, Burini, Alessandra, Rodriguez, Victor, Gomez, Carlos, Castana, Laura, De Curtis, Marco, Tassi, Laura

Source: 2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2024 IEEE International Conference on. :277-282 Oct, 2024

Relation: 2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)

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

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

Source: IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 44(3):1454-1467 Mar, 2025

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

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

Source: IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 44(2):941-951 Feb, 2025

Temporal Dynamics of Functional Connectivity in Temporal and Extra-Temporal Lobe Epilepsy: A Magnetoencephalography-Based Study

Authors: M.V, S., Mariyappa, N., Kotegar, K., M, R.C., K, R., Asranna, A., L.G, V., Sinha, S., H, A.

Source: IEEE Open Journal of Engineering in Medicine and Biology IEEE Open J. Eng. Med. Biol. Engineering in Medicine and Biology, IEEE Open Journal of. 6:507-514 2025

Resting-State Network Transitions in Temporal Lobe Epilepsy: Insights From MEG-Based Dynamic Functional Connectivity

Authors: Suhas, M.V., Sinha, S., Kotegar, K., Ravindranadh Chowdary, M., Raghavendra, K., Asranna, A., Viswanathan, L.G., Mariyappa, N., Anitha, H.

Source: IEEE Transactions on Neural Systems and Rehabilitation Engineering IEEE Trans. Neural Syst. Rehabil. Eng. Neural Systems and Rehabilitation Engineering, IEEE Transactions on. 33:2286-2298 2025

Dynamic reconfigurations of brain subnetworks in female patients with alcohol use disorder or bulimia nervosa: a resting-state functional magnetic resonance imaging study

Authors: Leenaerts, N.^{Aff1, Aff2, IDs00406025020553_cor1}, Broeders, T. A. A.^Aff3, Ceccarini, J., Sunaert, S., Schoonheim, M. M., Vinkers, C. H.^{Aff3, Aff6, Aff7, Aff8}, Vrieze, E.^{Aff1, Aff2}

Source: European Archives of Psychiatry and Clinical Neuroscience. 275(7):2151-2162

Spatio-Temporal Model for Dynamic Functional Connectivity in Resting State fMRI Analysis

Authors: Moudoud, Massyl, Meillier, Celine, Sourty, Marion, Mazet, Vincent

Source: 2024 32nd European Signal Processing Conference (EUSIPCO) European Signal Processing Conference (EUSIPCO), 2024 32nd. :787-791 Aug, 2024

Relation: 2024 32nd European Signal Processing Conference (EUSIPCO)

Blind Identification of Overlapping Communities from Nodal Observations

Authors: Wijnands, Ruben, Leus, Geert, Hunyadi, Borbala

Source: 2024 32nd European Signal Processing Conference (EUSIPCO) European Signal Processing Conference (EUSIPCO), 2024 32nd. :812-816 Aug, 2024

Relation: 2024 32nd European Signal Processing Conference (EUSIPCO)

Research on Feature Vector Dimensionality Reduction Method for Dynamic Functional Connectivity of ASD Children

Authors: Huang, Pengcheng, Du, Fen, Xiong, Xin, Zheng, Jikun, Zhu, Xiaohong, Wang, Bin

Source: 2024 43rd Chinese Control Conference (CCC) Chinese Control Conference (CCC), 2024 43rd. :6818-6823 Jul, 2024

Relation: 2024 43rd Chinese Control Conference (CCC)

Dynamic Functional Network Connectivity Clustering and Harmonization Evaluation Metric

Authors: Bostami, B., Lewis, N., Vergara, V., Van der Horn, H.J., Van der Naalt, J., Calhoun, V.

Source: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2024 46th Annual International Conference of the IEEE. :1-4 Jul, 2024

Relation: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)