Author

Yunpeng Cai

Chinese Academy of SciencesORCID 0000-0001-8797-4243Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:differential expression· 2 Organism:human· 2 Approach:machine learning (classical)· 2 Assay:GWAS summary statistics· 1 Assay:protein sequence· 1

Frequent Co-Authors

Aiping LüiD· 1 shared Chonghao WangiD· 1 shared Gangyong JiaiD· 1 shared Lu ZhangiD· 1 shared Minchao JiangiD· 1 shared Ouzhou Young· 1 shared Ruiquan GeiD· 1 shared Xiaoyang JingiD· 1 shared

Activity by Year

2022-2022 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Aiping LüORCID

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2 papers

Recent·Most cited

A machine learning model for disease risk prediction by integrating genetic and non-genetic factors

Yu Gong Xu, Chonghao Wang, Zeming Li, Yunpeng Cai, Ouzhou Young, Aiping Lü, Lu Zhang

This paper introduces PRSIMD, a machine learning model that integrates genetic and non-genetic factors to improve disease risk prediction, showing better performance than existing PRS methods.

IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · Dec 6, 2022Peer-reviewedBioinformatics

HybAVPnet: a novel hybrid network architecture for antiviral peptides identification

Ruiquan Ge, Yixiao Xia, Minchao Jiang, Gangyong Jia, Xiaoyang Jing, Ye Li, Yunpeng Cai

This paper introduces HybAVPnet, a hybrid network architecture for antiviral peptide identification, showing improved performance over existing methods on independent datasets.

bioRxiv · Jun 10, 2022 · PreprintBioinformatics