Author

Xiaoqi Shan

Shanghai Jiao Tong University

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· 2

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 2 Approach:deep learning· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Dong‐Qing WeiiD· 2 shared Yanyi ChuiD· 2 shared Yi XiongiD· 2 shared Dennis Russell SalahubiD· 1 shared Mingming JiangiD· 1 shared Qiankun WangiD· 1 shared Tianhang CheniD· 1 shared Wei Wang· 1 shared

Activity by Year

2019-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 35 mutual co-author links

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2 shared papersBioinformatics

Dong‐Qing WeiORCID

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2 papers

Recent·Most cited

Predicting drug-target interactions using multi-label learning with community detection method (DTI-MLCD)

Yanyi Chu, Xiaoqi Shan, Tianhang Chen, Mingming Jiang, Yanjing Wang, Qiankun Wang, Dennis Russell Salahub, Yi Xiong, Dong‐Qing Wei

This study introduces DTI-MLCD, a multi-label learning method with community detection for predicting drug-target interactions, showing improved performance over existing methods.

Briefings in Bioinformatics · Aug 11, 2020Peer-reviewedBioinformatics

DTI-CDF: a CDF model towards the prediction of DTIs based on hybrid features

Yanyi Chu, Yufang Zhang, Wei Wang, Xiangeng Wang, Xiaoqi Shan, Yi Xiong, Dong‐Qing Wei

DTI-CDF improves drug-target interaction prediction by integrating hybrid features into a cascade deep forest model, achieving higher performance than existing methods.

bioRxiv · Jun 3, 2019 · PreprintBioinformatics