Author

Hongliang Zhou

Nanjing Brain HospitalORCID 0000-0002-6496-3346Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:differential expression· 1 Assay:electronic health records· 1 Approach:graph neural network· 1 Research Focus:protein structure prediction· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Huan WangiD· 1 shared Qing LüiD· 1 shared Rik SarkariD· 1 shared Siqi ZhangiD· 1 shared Xinyi Wang· 1 shared Zhjjian Yao· 1 shared Zhongpeng Dai· 1 shared

Activity by Year

2021-2023 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Huan WangORCID

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2 papers

Recent·Most cited

MP-GNN: Graph Neural Networks to Identify MoonlightingProteins

Hongliang Zhou, Rik Sarkar

The paper introduces graph neural network models to identify moonlighting proteins, achieving high accuracy on human data and offering a lightweight approach for larger datasets.

bioRxiv · Nov 13, 2023 · PreprintBioinformatics

Aberrant Temporal-spatial Patterns to Sad expressions in Major Depressive Disorders via Hidden Markov Model

Zhongpeng Dai, Siqi Zhang, Hongliang Zhou, Xinyi Wang, Huan Wang, Zhjjian Yao, Qing Lü

This study uses a hidden Markov model to analyze neural activity patterns in MDD patients and healthy controls during a sad expression task, finding altered temporal-spatial activation patterns associated with depression severity.

bioRxiv · Mar 7, 2021 · PreprintNeuroscience