Author

Zhijie Ren

University of MichiganORCID 0000-0002-1065-7941Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:machine learning (classical)· 1 Assay:metabolomics· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Lana Xia GarmireiD· 1 shared Qianhui HuangiD· 1 shared Xinying FangiD· 1 shared Yu LiuiD· 1 shared Yuheng DuiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Lana Xia GarmireORCID

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1 paper

Recent·Most cited

Lilikoi V2.0: a deep-learning enabled, personalized pathway-based R package for diagnosis and prognosis predictions using metabolomics data

Xinying Fang, Yu Liu, Zhijie Ren, Yuheng Du, Qianhui Huang, Lana Xia Garmire

Lilikoi V2.0 is a new R package that uses deep learning and machine learning for disease classification and prognosis prediction using metabolomics data.

GigaScience · Jan 1, 2021Peer-reviewedBioinformatics