Cover Image

The shape of the brain's connections is predictive of cognitive performance: an explainable machine learning study

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lo, Yui, Chen, Yuqian, Liu, Dongnan, Liu, Wan, Zekelman, Leo, Rushmore, Jarrett, Zhang, Fan, Rathi, Yogesh, Makris, Nikos, Golby, Alexandra J., Cai, Weidong, O'Donnell, Lauren J.
Format:	Preprint
Published:	2024
Subjects:	Neurons and Cognition Machine Learning Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Multimodal Deep Learning Approach for White Matter Shape Prediction in Diffusion MRI Tractography
by: Lo, Yui, et al.
Published: (2025)

A Multimodal Deep Learning Approach for White Matter Shape Prediction in Diffusion MRI Tractography
by: Yui Lo, et al.
Published: (2025)

The Shape of the Brain's Connections Is Predictive of Cognitive Performance: An Explainable Machine Learning Study
by: Yui Lo, et al.
Published: (2025)

TractShapeNet: Efficient Multi-Shape Learning with 3D Tractography Point Clouds
by: Lo, Yui, et al.
Published: (2024)

Cross-domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction
by: Lo, Yui, et al.
Published: (2024)

Deep multimodal saliency parcellation of cerebellar pathways: linking microstructure and individual function through explainable multitask learning
by: Tchetchenian, Ari, et al.
Published: (2024)

White Matter Geometry-Guided Score-Based Diffusion Model for Tissue Microstructure Imputation in Tractography Imaging
by: Lo, Yui, et al.
Published: (2024)

TractCloud-FOV: Deep Learning-based Robust Tractography Parcellation in Diffusion MRI with Incomplete Field of View
by: Chen, Yuqian, et al.
Published: (2025)

TractCloud‐FOV: Deep Learning‐Based Robust Tractography Parcellation in Diffusion MRI With Incomplete Field of View
by: Yuqian Chen, et al.
Published: (2025)

DeepNuParc: A Novel Deep Clustering Framework for Fine-scale Parcellation of Brain Nuclei Using Diffusion MRI Tractography
by: He, Haolin, et al.
Published: (2025)

TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Interpretable Sex and Age Prediction from Diffusion MRI Tractography
by: Chen, Yuqian, et al.
Published: (2024)

Cross-Population White Matter Atlas Creation for Concurrent Mapping of Brain Connections in Neonates and Adults with Diffusion MRI Tractography
by: Zhang, Wei, et al.
Published: (2025)

A Novel Deep Learning Tractography Fiber Clustering Framework for Functionally Consistent White Matter Parcellation Using Multimodal Diffusion MRI and Functional MRI
by: Wang, Jin, et al.
Published: (2024)

A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data
by: Wei, Yuxiang, et al.
Published: (2024)

AGFS-Tractometry: A Novel Atlas-Guided Fine-Scale Tractometry Approach for Enhanced Along-Tract Group Statistical Comparison Using Diffusion MRI Tractography
by: Zheng, Ruixi, et al.
Published: (2025)

A diffusion MRI tractography atlas for concurrent white matter mapping across Eastern and Western populations
by: Li, Yijie, et al.
Published: (2024)

DMVFC: Deep Learning Based Functionally Consistent Tractography Fiber Clustering Using Multimodal Diffusion MRI and Functional MRI
by: Guo, Bocheng, et al.
Published: (2025)

Towards an Informed Choice of Diffusion MRI Image Contrasts for Cerebellar Segmentation
by: Jon Haitz Legarreta, et al.
Published: (2025)

Assessment of the Depiction of Superficial White Matter Using Ultra‐High‐Resolution Diffusion MRI
by: Fan Zhang, et al.
Published: (2024)

DINeuro: Distilling Knowledge from 2D Natural Images via Deformable Tubular Transferring Strategy for 3D Neuron Reconstruction
by: Cheng, Yik San, et al.
Published: (2024)

DeepMultiConnectome: Deep Multi-Task Prediction of Structural Connectomes Directly from Diffusion MRI Tractography
by: Vroemen, Marcus J., et al.
Published: (2025)

MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages
by: Xu, Hao, et al.
Published: (2025)

Medical Image Registration Meets Vision Foundation Model: Prototype Learning and Contour Awareness
by: Xu, Hao, et al.
Published: (2025)

Tractography‐Based Automated Identification of Retinogeniculate Visual Pathway With Novel Microstructure‐Informed Supervised Contrastive Learning
by: Sipei Li, et al.
Published: (2024)

DDTracking: A Deep Generative Framework for Diffusion MRI Tractography with Streamline Local-Global Spatiotemporal Modeling
by: Li, Yijie, et al.
Published: (2025)

DDCSR: A Novel End-to-End Deep Learning Framework for Cortical Surface Reconstruction from Diffusion MRI
by: Li, Chengjin, et al.
Published: (2025)

Rapid Whole Brain Motion-robust Mesoscale In-vivo MR Imaging using Multi-scale Implicit Neural Representation
by: Lyu, Jun, et al.
Published: (2025)

Effect of a consistent reconstruction algorithm on inter‐scanner reproducibility in diffusion MRI
by: Qiang Liu, et al.
Published: (2025)

SimCortex: Collision-free Simultaneous Cortical Surfaces Reconstruction
by: Moradkhani, Kaveh, et al.
Published: (2025)

Investigating Demographic Bias in Brain MRI Segmentation: A Comparative Study of Deep-Learning and Non-Deep-Learning Methods
by: Danaee, Ghazal, et al.
Published: (2025)

HARP: HARmonizing in-vivo diffusion MRI using Phantom-only training
by: Jeong, Hwihun, et al.
Published: (2026)

Imaging Biomarkers in Idiopathic Normal Pressure Hydrocephalus: Associations With Symptoms and 1‐Year Treatment Outcomes
by: Colin P. Galvin, et al.
Published: (2025)

Timing of breeding, productivity and survival of long-tailed bats Chalinolobus tuberculatus (Chiroptera: Vespertilionidae) in cold-temperate rainforest in New Zealand
by: O'Donnell, Colin F. J.
Published: (2002)

The use of artificial roosting structures by long‐tailed bats ( Chalinolobus tuberculatus ) and non‐target wildlife
by: Colin F. J. O’Donnell
Published: (2024)

Catacombs
by: O’Donnell, Guillermo
Published: (2026)

Assessing Population Structure and Identifying Cryptic Lineages of the Coral Siderastrea spp. Along a Depth Gradient Supplementary Photos
by: O'Donnell, Sibelle
Published: (2026)

Jesuits in the North American Colonies and the United States
by: O'Donnell, Catherine
Published: (2022)

Welcome to Ralph's World" : Neo-conservatism takes hold in Canada / Kelly O'Donnell
by: O'Donnell, Kelly

Derecho internacional de derechos humanos : normativa, jurisprudencia y doctrina de los sistemas universal e interamericano / Daniel O'Donnell
by: O'Donnell, Daniel
Published: (2004)

Dar la palabra al pueblo : la enseñanza aprendizaje de la comunicación en Nicaragua durante la Revolución Popular Sandinista / Penélope O’Donnell
by: O’Donnell, Penélope