Cover Image

Hierarchical Mesh Transformers with Topology-Guided Pretraining for Morphometric Analysis of Brain Structures

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xiong, Yujian, Farazi, Mohammad, Chen, Yanxi, Zhu, Wenhui, Dong, Xuanzhao, Lepore, Natasha, Su, Yi, Mushtaq, Raza, Foldes, Stephen, Yang, Andrew, Wang, Yalin
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Neurons and Cognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Quantification of Planar Cortical Magnification with Optimal Transport and Topological Smoothing
by: Xiong, Yujian, et al.
Published: (2025)

Characterizing visual cortical magnification with topological smoothing and optimal transportation
by: Xiong, Yujian, et al.
Published: (2024)

Enhancing Alzheimer's Diagnosis: Leveraging Anatomical Landmarks in Graph Convolutional Neural Networks on Tetrahedral Meshes
by: Chen, Yanxi, et al.
Published: (2025)

Imaging the Topology of Dynamic Brain Connectivity
by: He, Peilin, et al.
Published: (2025)

Functional Brain-to-Brain Transformation with No Shared Data
by: Wasserman, Navve, et al.
Published: (2024)

Sex Differences in Hierarchical and Modular Organization of Functional Brain Networks: Insights from Hierarchical Entropy and Modularity Analysis
by: Chen, Wenyu, et al.
Published: (2024)

Topological Embedding of Human Brain Networks with Applications to Dynamics of Temporal Lobe Epilepsy
by: Chung, Moo K., et al.
Published: (2024)

Spectral Topological Data Analysis of Brain Signals
by: El-Yaagoubi, Anass B., et al.
Published: (2023)

BrainCognizer: Brain Decoding with Human Visual Cognition Simulation for fMRI-to-Image Reconstruction
by: Sun, Guoying, et al.
Published: (2025)

Beyond Object-Level Alignment: Do Brains and DNNs Preserve the Same Transformations?
by: Kamitani, Yukiyasu
Published: (2026)

From Transformer to Biology: A Hierarchical Model for Attention in Complex Problem-Solving
by: Lin, Zhongqiao, et al.
Published: (2024)

Correlation of Correlation Networks: High-Order Interactions in the Topology of Brain Networks
by: Li, Qiang, et al.
Published: (2024)

Real-World fNIRS-Based Brain-Computer Interfaces: Benchmarking Deep Learning and Classical Models in Interactive Gaming
by: Ghalavand, Mohammad, et al.
Published: (2025)

Learning High-Order Relationships with Hypergraph Attention-based Spatio-Temporal Aggregation for Brain Disease Analysis
by: Hu, Wenqi, et al.
Published: (2025)

Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity
by: El-Yaagoubi, Anass B., et al.
Published: (2024)

Agency Perception and Brain Synchrony: A Hyperscanning Study of Human-Human and Human-AI Interaction
by: Ghalavand, Mohammad, et al.
Published: (2024)

Dark Signals in the Brain: Augment Brain Network Dynamics to the Complex-valued Field
by: Zhang, Jiangnan, et al.
Published: (2025)

Brain Morphology Normative modelling platform for abnormality and Centile estimation: Brain MoNoCle
by: Little, Bethany, et al.
Published: (2024)

Testing the Brain Wave Hypothesis
by: Worden, Robert
Published: (2024)

Emergence of Language in the Developing Brain
by: Evanson, Linnea, et al.
Published: (2025)

Functional Whole-Brain Models: A New Framework for Unifying Brain Structure and Cognitive Function
by: Senden, Mario, et al.
Published: (2026)

Only Brains Align with Brains: Cross-Region Alignment Patterns Expose Limits of Normative Models
by: Höfling, Larissa, et al.
Published: (2026)

Hierarchical Multiscale Structure-Function Coupling for Brain Connectome Integration
by: Chen, Jianwei, et al.
Published: (2026)

A Novel Brain-Computer Interface Architecture: The Brain-Muscle-Hand Interface for replicating the motor pathway
by: Ye, Sun, et al.
Published: (2025)

Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1D Tokens
by: Dong, Zijian, et al.
Published: (2025)

Sketching a Space of Brain States
by: Mannone, Maria, et al.
Published: (2026)

Parallel Neuron Groups in the Drosophila Brain
by: Worden, Robert
Published: (2025)

State of Brain Emulation Report 2025
by: Zanichelli, Niccolò, et al.
Published: (2025)

Structural Heterogeneity of the Drosophila Brain Network
by: Zhang, Xiaoyu, et al.
Published: (2025)

Counterfactual Analysis of Brain Network Dynamics
by: Chung, Moo K., et al.
Published: (2026)

A New Brain Network Construction Paradigm for Brain Disorder via Diffusion-based Graph Contrastive Learning
by: Zong, Yongcheng, et al.
Published: (2024)

Optimal Griffiths Phase in Heterogeneous Human Brain Networks: Brain Criticality Embracing Stability and Flexibility across Individuals
by: Wu, Kejian, et al.
Published: (2025)

Topological Cycle Graph Attention Network for Brain Functional Connectivity
by: Huang, Jinghan, et al.
Published: (2024)

THD-BAR: Topology Hierarchical Derived Brain Autoregressive Modeling for EEG Generic Representations
by: Yang, Wenchao, et al.
Published: (2025)

The Homological Brain: Parity Principle and Amortized Inference
by: Li, Xin
Published: (2025)

Assessing the Brain Wave Hypothesis: Call for Commentary
by: Worden, Robert
Published: (2024)

Brain rhythms in cognition -- controversies and future directions
by: Keitel, Anne, et al.
Published: (2025)

Plasma-CycleGAN: Plasma Biomarker-Guided MRI to PET Cross-modality Translation Using Conditional CycleGAN
by: Chen, Yanxi, et al.
Published: (2025)

Topological Analysis of Mouse Brain Vasculature via 3D Light-sheet Microscopy Images
by: Yao, Jiachen, et al.
Published: (2024)

Towards a Vision-Language Episodic Memory Framework: Large-scale Pretrained Model-Augmented Hippocampal Attractor Dynamics
by: Li, Chong, et al.
Published: (2025)