Cover Image

Topology-Aware Graph Augmentation for Predicting Clinical Trajectories in Neurocognitive Disorders

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Qianqian, Wang, Wei, Fang, Yuqi, Li, Hong-Jun, Bozoki, Andrea, Liu, Mingxia
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition Machine Learning Neurons and Cognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ACTION: Augmentation and Computation Toolbox for Brain Network Analysis with Functional MRI
by: Fang, Yuqi, et al.
Published: (2024)

Augmentation-based Unsupervised Cross-Domain Functional MRI Adaptation for Major Depressive Disorder Identification
by: Ma, Yunling, et al.
Published: (2024)

Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder
by: Duan, Peiyu, et al.
Published: (2024)

Multi-Stage Graph Learning for fMRI Analysis to Diagnose Neuro-Developmental Disorders
by: Gao, Wenjing, et al.
Published: (2024)

Selection and Stability of Functional Connectivity Features for Classification of Brain Disorders
by: Saha, Aniruddha, et al.
Published: (2025)

Topological Analysis of Mouse Brain Vasculature via 3D Light-sheet Microscopy Images
by: Yao, Jiachen, 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)

AGE2HIE: Transfer Learning from Brain Age to Predicting Neurocognitive Outcome for Infant Brain Injury
by: Bao, Rina, et al.
Published: (2024)

Normative Modelling in Neuroimaging: A Practical Guide for Researchers
by: Alyas, Nida, 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)

Modeling Spatiotemporal Neural Frames for High Resolution Brain Dynamic
by: Qu, Wanying, et al.
Published: (2026)

A human brain atlas of chi-separation for normative iron and myelin distributions
by: Min, Kyeongseon, et al.
Published: (2023)

Biomarker Investigation using Multiple Brain Measures from MRI through XAI in Alzheimer's Disease Classification
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)

Algebraic Connectivity Reveals Modulated High-Order Functional Networks in Alzheimer's Disease
by: Dolci, Giorgio, et al.
Published: (2025)

Neuromorphic Dual-channel Encoding of Luminance and Contrast
by: Greene, Ernest
Published: (2024)

Multi-modal MRI sensitive to age: Focus on early brain development in infants
by: Dubois, Jessica
Published: (2023)

Sulcal Pattern Matching with the Wasserstein Distance
by: Chen, Zijian, et al.
Published: (2023)

Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification
by: Liao, Minghui, et al.
Published: (2023)

Predicting Age from White Matter Diffusivity with Residual Learning
by: Gao, Chenyu, et al.
Published: (2023)

BrainSegFounder: Towards 3D Foundation Models for Neuroimage Segmentation
by: Cox, Joseph, et al.
Published: (2024)

BDHT: Generative AI Enables Causality Analysis for Mild Cognitive Impairment
by: Zuo, Qiankun, et al.
Published: (2023)

Learnable Community-Aware Transformer for Brain Connectome Analysis with Token Clustering
by: Yang, Yanting, et al.
Published: (2024)

Convergent and divergent connectivity patterns of the arcuate fasciculus in macaques and humans
by: Huang, Jiahao, et al.
Published: (2025)

AutoRG-Brain: Grounded Report Generation for Brain MRI
by: Lei, Jiayu, et al.
Published: (2024)

Interactive Manipulation and Visualization of 3D Brain MRI for Surgical Training
by: Jha, Siddharth, et al.
Published: (2024)

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)

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)

Predicting Parkinson's disease trajectory using clinical and functional MRI features: a reproduction and replication study
by: Germani, Elodie, et al.
Published: (2024)

Deconvolving Complex Neuronal Networks into Interpretable Task-Specific Connectomes
by: Wang, Yifan, et al.
Published: (2024)

The Multiscale Surface Vision Transformer
by: Dahan, Simon, et al.
Published: (2023)

Hierarchical Characterization of Brain Dynamics via State Space-based Vector Quantization
by: Yang, Yanwu, et al.
Published: (2025)

BrainPath: A Biologically-Informed AI Framework for Individualized Aging Brain Generation
by: Li, Yifan, et al.
Published: (2025)

Proceedings for the Inaugural Meeting of the International Society for Tractography -- IST 2025 Bordeaux
by: Acqua, Flavio Dell, et al.
Published: (2026)

Labeling subtypes in a Parkinson's Cohort using Multifeatures in MRI -- Integrating Grey and White Matter Information
by: Samantaray, Tanmayee, et al.
Published: (2024)

IR2QSM: Quantitative Susceptibility Mapping via Deep Neural Networks with Iterative Reverse Concatenations and Recurrent Modules
by: Li, Min, et al.
Published: (2024)

Discriminating retinal microvascular and neuronal differences related to migraines: Deep Learning based Crossectional Study
by: Tang, Feilong, et al.
Published: (2024)

Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis
by: Dahan, Simon, et al.
Published: (2022)

Precision ICU Resource Planning: A Multimodal Model for Brain Surgery Outcomes
by: Fischer, Maximilian, et al.
Published: (2024)

Synthetic Brain Images: Bridging the Gap in Brain Mapping With Generative Adversarial Model
by: Mourad, Drici, et al.
Published: (2024)