Author

Hesong Qiu

Hong Kong Science and Technology Parks Corporation

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

Biology Disciplines

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Bioinformatics· 3

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 3 Approach:deep learning· 2 Organism:bacteria (other)· 1 Approach:graph neural network· 1 Organism:human· 1

Frequent Co-Authors

Wen ZhangiD· 3 shared Glen Qin· 2 shared Jiali ZhouiD· 2 shared Linxiao Jin· 2 shared Peng Lin· 2 shared Sijun Meng· 2 shared Tsehao Hsu· 2 shared Yan XuiD· 2 shared

Activity by Year

2024-2024 · peak 3/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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3 shared papersBioinformatics

Wen ZhangORCID

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3 papers

Recent·Most cited

Graph Network-Based Analysis of Disease-Gene-Drug Associations: Zero-Shot Disease-Drug Prediction and Analysis Strategies

Yinbo Liu, Guodong Niu, Siqi Wu, Jinming Wang, Hesong Qiu, Wen Zhang

This paper introduces ZS-GNT, a zero-shot drug repurposing method using graph neural networks to predict disease-drug associations without prior knowledge, achieving high accuracy in drug discovery.

bioRxiv · Dec 30, 2024 · PreprintBioinformatics

Deep Learning Unravels Potential Antibiotic-Resistance Drugs against Klebsiella Pneumoniae

Peng Lin, Jiali Zhou, Sijun Meng, Zhihao Lei, Linxiao Jin, Hesong Qiu, Yan Xu, Tsehao Hsu, Yemei Bu, Glen Qin, Wen Zhang

This study uses deep learning to identify potential antibiotic-resistant drug candidates against Klebsiella pneumoniae with 72% prediction accuracy.

bioRxiv · Nov 25, 2024 · PreprintBioinformatics

Deep Learning with Evolutionary Scale Modeling to discover Antibiotic-Resistance Drug against Klebsiella Pneumoniae

Linxiao Jin, Zhihao Lei, Peng Lin, Cong Ma, Wen Zhang, Jiali Zhou, Sijun Meng, Zhenghua Jiang, Yemei Bu, Yan Xu, Nijun Wei, Tsehao Hsu, Glen Qin, Hesong Qiu

This study uses deep learning to identify potential antibiotic-resistant drug candidates against Klebsiella pneumoniae by analyzing molecular similarities between drugs and bacterial strains.

bioRxiv · Nov 9, 2024 · PreprintBioinformatics