Author

Shiyuan Tong

Fudan UniversityORCID 0000-0002-7899-5728Unclaimed 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· 1 Approach:machine learning (classical)· 1 Research Focus:variant effect prediction· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

Guang‐Zhong WangiD· 1 shared Ke FaniD· 1 shared Lin‐Yun LiuiD· 1 shared Shuqing ZhangiD· 1 shared Ying ZhuiD· 1 shared Yinghui FuiD· 1 shared Yong‐Chun YuiD· 1 shared Zaiwei ZhouiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Guang‐Zhong WangORCID

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1 paper

Recent·Most cited

MvPPT: a highly efficient and sensitive pathogenicity prediction tool for missense variants

Shiyuan Tong, Ke Fan, Zaiwei Zhou, Lin‐Yun Liu, Shuqing Zhang, Yinghui Fu, Guang‐Zhong Wang, Ying Zhu, Yong‐Chun Yu

The paper introduces mvPPT, a missense variant pathogenicity predictor that outperforms existing tools in sensitivity and accuracy using gradient boosting and diverse feature sets.

Genomics Proteomics & Bioinformatics · Aug 5, 2022Peer-reviewedBioinformatics