Author

Liang He

Montreal Neurological Institute and Hospital

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Biology Disciplines

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Neuroscience· 4 Bioengineering· 1

Signature Assays, Organisms & Methods

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Organism:human· 4 Assay:imaging· 3 Approach:statistical model· 3 Research Focus:cell type annotation· 2 Approach:deep learning· 2 Research Focus:differential expression· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1

Frequent Co-Authors

Paule Joanne ToussaintiD· 2 shared Sherif KaramaiD· 2 shared Xiaobo LiuiD· 2 shared Alan Charles EvansiD· 1 shared Alan Evans· 1 shared Bin WaniD· 1 shared Dacheng TaoiD· 1 shared Erhan GençiD· 1 shared

Activity by Year

2024-2026 · peak 4/yr

Co-Author Collaboration Network

10 top collaborators · 16 mutual co-author links

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2 shared papersNeuroscience

Paule Joanne ToussaintORCID

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Author profile →

5 papers

Recent·Most cited

A cross-modal generative model for incomplete and degradedprostate MRI with multicentre clinical validation

Siyuan Ma, Liang He, Mengying Zhu, Yi Chai, Mengyao Lyu, Haowei Wang, Qizhen Lan, HaoBo Sun, Qixin Zhang, Jingli Chen, Xiaobing Wei, Jiaming Liu, Guiqin Liu, Qianwen Zhang, Yang Liu, , Guangyu Wu

This paper develops MSCNet, a cross-modal generative model for reconstructing and restoring prostate MRI sequences, showing improved image quality and diagnostic performance in multicentre validation.

bioRxiv · Aug 18, 2026 · PreprintBioengineering

Distinct Brain Maturation Pathways Relate Environmental Variation to Cognitive Development

Jiadong Yan, Jiexin Chen, Bin Wan, Zhen-Qi Liu, Liang He, Paule Joanne Toussaint, Alan Charles Evans, Sherif Karama

The paper identifies distinct brain maturation pathways linking environmental variation to cognitive development in adolescents using longitudinal data.

bioRxiv · Jun 19, 2026 · PreprintNeuroscience

MAMGL: A memory-augmented meta-graph learning framework for adolescent major depression disorder diagnosis

Xiaobo Liu, Xin Wen, Liang He, Xiaoqiang Liu, Yujun Gao, Xianwei Guo

This paper introduces BrainMetaGCN, a memory-augmented graph learning framework for AMDD diagnosis using rs-fMRI, achieving better performance than baseline models.

bioRxiv · Mar 30, 2026 · PreprintNeuroscience

Convergent cortical temporal axis: common cortical oscillatory modes

Xiaobo Liu, Sanwang Wang, Xinyu Wu, Siyu Long, Liang He, Lang Liu, Ruifang Cui, Guoyuan Yang

This paper identifies data-driven spectral coordination modes in cortical dynamics, showing they are distinct from hierarchical gradients and reveal shared organizational patterns across scales.

bioRxiv · Mar 17, 2026 · PreprintNeuroscience

Association between Brain Structure and Cognitive Ability during Adolescence: Insights from a Comprehensive Large-Scale Analysis of 9 to 15 Year-Olds

Jiadong Yan, Yasser Iturria‐Medina, Gleb Bezgin, Paule Joanne Toussaint, Ke Xie, Liang He, Judy Chen, Kirsten Hilger, Erhan Genç, Alan Evans, Sherif Karama

This study examines brain structure-cognition associations in adolescents using a large dataset, finding that frontal, temporal, and occipital regions show strong age-related variability in these links.

bioRxiv · Jun 18, 2024 · PreprintNeuroscience