Classification of Mild Cognitive Impairment Based on Dynamic Functional Connectivity Using Spatio-Temporal Transformer
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Jing, Lyu, Yanjun, Yu, Xiaowei, Zhang, Lu, Cao, Chao, Chen, Tong, Chen, Minheng, Zhuang, Yan, Liu, Tianming, Zhu, Dajiang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Core-Periphery Principle Guided State Space Model for Functional Connectome Classification
by: Chen, Minheng, et al.
Published: (2025)
by: Chen, Minheng, et al.
Published: (2025)
Learning Cross-Atlas Consistent Brain Disorder Representations via Disentangled Multi-Atlas Functional Connectivity Learning
by: Chen, Minheng, et al.
Published: (2026)
by: Chen, Minheng, et al.
Published: (2026)
GyralNet Subnetwork Partitioning via Differentiable Spectral Modularity Optimization
by: Zhuang, Yan, et al.
Published: (2025)
by: Zhuang, Yan, et al.
Published: (2025)
Robust Core-Periphery Constrained Transformer for Domain Adaptation
by: Yu, Xiaowei, et al.
Published: (2023)
by: Yu, Xiaowei, et al.
Published: (2023)
Community-Level Modeling of Gyral Folding Patterns for Robust and Anatomically Informed Individualized Brain Mapping
by: Chen, Minheng, et al.
Published: (2026)
by: Chen, Minheng, et al.
Published: (2026)
BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification
by: Zhang, Jing, et al.
Published: (2025)
by: Zhang, Jing, et al.
Published: (2025)
Probability-Invariant Random Walk Learning on Gyral Folding-Based Cortical Similarity Networks for Alzheimer's and Lewy Body Dementia Diagnosis
by: Chen, Minheng, et al.
Published: (2026)
by: Chen, Minheng, et al.
Published: (2026)
BDHT: Generative AI Enables Causality Analysis for Mild Cognitive Impairment
by: Zuo, Qiankun, et al.
Published: (2023)
by: Zuo, Qiankun, et al.
Published: (2023)
Selection and Stability of Functional Connectivity Features for Classification of Brain Disorders
by: Saha, Aniruddha, et al.
Published: (2025)
by: Saha, Aniruddha, et al.
Published: (2025)
Gyral-Sulcal-Net: An Integrated Network Representation of Brain Folding Patterns
by: Cao, Chao, et al.
Published: (2026)
by: Cao, Chao, et al.
Published: (2026)
BG-GAN: Generative AI Enable Representing Brain Structure-Function Connections for Alzheimer's Disease
by: Zhou, Tong, et al.
Published: (2023)
by: Zhou, Tong, et al.
Published: (2023)
Algebraic Connectivity Reveals Modulated High-Order Functional Networks in Alzheimer's Disease
by: Dolci, Giorgio, et al.
Published: (2025)
by: Dolci, Giorgio, et al.
Published: (2025)
Attention-Based CNN-BiLSTM for Sleep State Classification of Spatiotemporal Wide-Field Calcium Imaging Data
by: Zhang, Xiaohui, et al.
Published: (2024)
by: Zhang, Xiaohui, et al.
Published: (2024)
Topological Analysis of Mouse Brain Vasculature via 3D Light-sheet Microscopy Images
by: Yao, Jiachen, et al.
Published: (2024)
by: Yao, Jiachen, et al.
Published: (2024)
Biomarker Investigation using Multiple Brain Measures from MRI through XAI in Alzheimer's Disease Classification
by: Coluzzi, Davide, et al.
Published: (2023)
by: Coluzzi, Davide, et al.
Published: (2023)
Evaluation of Mean Shift, ComBat, and CycleGAN for Harmonizing Brain Connectivity Matrices Across Sites
by: Xu, Hanliang, et al.
Published: (2024)
by: Xu, Hanliang, et al.
Published: (2024)
Brain Dialogue Interface (BDI): A User-Friendly fMRI Model for Interactive Brain Decoding
by: Huang, Heng, et al.
Published: (2024)
by: Huang, Heng, et al.
Published: (2024)
Augmentation-based Unsupervised Cross-Domain Functional MRI Adaptation for Major Depressive Disorder Identification
by: Ma, Yunling, et al.
Published: (2024)
by: Ma, Yunling, et al.
Published: (2024)
Sulcal Pattern Matching with the Wasserstein Distance
by: Chen, Zijian, et al.
Published: (2023)
by: Chen, Zijian, et al.
Published: (2023)
Graph Neural Networks with Transformer Fusion of Brain Connectivity Dynamics and Tabular Data for Forecasting Future Tobacco Use
by: Zhou, Runzhi, et al.
Published: (2025)
by: Zhou, Runzhi, et al.
Published: (2025)
Multi-Scale Graph Theoretical Analysis of Resting-State fMRI for Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Healthy Controls
by: Khazaee, Ali, et al.
Published: (2024)
by: Khazaee, Ali, et al.
Published: (2024)
Beyond Grid-Locked Voxels: Neural Response Functions for Continuous Brain Encoding
by: Chen, Haomiao, et al.
Published: (2025)
by: Chen, Haomiao, et al.
Published: (2025)
From Transformer to Biology: A Hierarchical Model for Attention in Complex Problem-Solving
by: Lin, Zhongqiao, et al.
Published: (2024)
by: Lin, Zhongqiao, et al.
Published: (2024)
ACTION: Augmentation and Computation Toolbox for Brain Network Analysis with Functional MRI
by: Fang, Yuqi, et al.
Published: (2024)
by: Fang, Yuqi, et al.
Published: (2024)
A human brain atlas of chi-separation for normative iron and myelin distributions
by: Min, Kyeongseon, et al.
Published: (2023)
by: Min, Kyeongseon, et al.
Published: (2023)
Normative Modelling in Neuroimaging: A Practical Guide for Researchers
by: Alyas, Nida, et al.
Published: (2025)
by: Alyas, Nida, et al.
Published: (2025)
Neuromorphic Dual-channel Encoding of Luminance and Contrast
by: Greene, Ernest
Published: (2024)
by: Greene, Ernest
Published: (2024)
Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder
by: Duan, Peiyu, et al.
Published: (2024)
by: Duan, Peiyu, et al.
Published: (2024)
Multi-modal MRI sensitive to age: Focus on early brain development in infants
by: Dubois, Jessica
Published: (2023)
by: Dubois, Jessica
Published: (2023)
Unsupervised Learning of Spatio-Temporal Patterns in Spiking Neuronal Networks
by: Feiler, Florian, et al.
Published: (2024)
by: Feiler, Florian, et al.
Published: (2024)
Resting-State Functional Connectivity Correlates of Emotional Memory Control under Cognitive load in Subclinical Anxiety
by: Kinger, Shruti, et al.
Published: (2026)
by: Kinger, Shruti, et al.
Published: (2026)
Graph Neural Network Reveals the Cortical Morphology of Local Brain Aging in Normal Cognition and Alzheimer's Disease
by: Anderson, Samuel D., et al.
Published: (2026)
by: Anderson, Samuel D., et al.
Published: (2026)
Learnable Community-Aware Transformer for Brain Connectome Analysis with Token Clustering
by: Yang, Yanting, et al.
Published: (2024)
by: Yang, Yanting, et al.
Published: (2024)
D-CoRP: Differentiable Connectivity Refinement for Functional Brain Networks
by: Hu, Haoyu, et al.
Published: (2024)
by: Hu, Haoyu, et al.
Published: (2024)
Classification of Alzheimer's Dementia vs. Healthy subjects by studying structural disparities in fMRI Time-Series of DMN
by: Noble, Sneha, et al.
Published: (2024)
by: Noble, Sneha, et al.
Published: (2024)
Topology-Aware Exploration of Circle of Willis for CTA and MRA: Segmentation, Detection, and Classification
by: Zhang, Minghui, et al.
Published: (2024)
by: Zhang, Minghui, et al.
Published: (2024)
A Machine Learning Approach for Identifying Anatomical Biomarkers of Early Mild Cognitive Impairment
by: Ahmad, Alwani Liyana, et al.
Published: (2024)
by: Ahmad, Alwani Liyana, et al.
Published: (2024)
Functional Ultrasound Imaging Combined with Machine Learning for Whole-Brain Analysis of Drug-Induced Hemodynamic Changes
by: Deighton, Jared, et al.
Published: (2024)
by: Deighton, Jared, et al.
Published: (2024)
The Relationship between Cognition and Computation: "Global-first" Cognition versus Local-first Computation
by: Chen, Lin
Published: (2025)
by: Chen, Lin
Published: (2025)
Localization of Seizure Onset Zone based on Spatio-Temporal Independent Component Analysis on fMRI
by: Sadjadi, Seyyed Mostafa, et al.
Published: (2025)
by: Sadjadi, Seyyed Mostafa, et al.
Published: (2025)
Similar Items
-
Core-Periphery Principle Guided State Space Model for Functional Connectome Classification
by: Chen, Minheng, et al.
Published: (2025) -
Learning Cross-Atlas Consistent Brain Disorder Representations via Disentangled Multi-Atlas Functional Connectivity Learning
by: Chen, Minheng, et al.
Published: (2026) -
GyralNet Subnetwork Partitioning via Differentiable Spectral Modularity Optimization
by: Zhuang, Yan, et al.
Published: (2025) -
Robust Core-Periphery Constrained Transformer for Domain Adaptation
by: Yu, Xiaowei, et al.
Published: (2023) -
Community-Level Modeling of Gyral Folding Patterns for Robust and Anatomically Informed Individualized Brain Mapping
by: Chen, Minheng, et al.
Published: (2026)