Author

Jianqiang Dong

ORCID 0009-0004-8509-2385Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:graph neural network· 1 Research Focus:protein design· 1 Assay:protein structure· 1

Frequent Co-Authors

Chengzhi WangiD· 1 shared He CheniD· 1 shared Jie Mao· 1 shared Junwu Liu· 1 shared Peilin Huang· 1 shared Qiong WuiD· 1 shared Qiong WuiD· 1 shared Xin WangiD· 1 shared

Activity by Year

2024-2024 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Chengzhi WangORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintMar 27, 2024

MegaKG: Toward an explainable knowledge graph for early drug development

Jianqiang Dong, Junwu Liu, Yifan Wei…·Qiong Wu

This paper constructs a comprehensive biomedical knowledge graph, MegaKG, integrating 23 data sources to support drug development by generating explainable hypotheses and facilitating practical applications.

2 citations

statistical modelgraph neural network

𝕏 PostBluesky

BioinformaticsbioRxivPreprintFeb 7, 2024

Protein property prediction based on local environment by 3D equivariant convolutional neural networks

He Chen, Yifan Cheng, Jianqiang Dong…·Qiong Wu

This paper introduces Eq3DCNN, a 3D-CNN model for predicting protein properties based on local environments, showing improved stability and performance in various tasks.

1 citation

protein structuredeep learning

𝕏 PostBluesky