Author

Mingqian Zhang

Qingdao 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· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:metagenomics· 1

Frequent Co-Authors

Fengyang Zhao· 1 shared Jieqi Xing· 1 shared Rob D. KnightiD· 1 shared Shi Wei HuangiD· 1 shared Shunyao WuiD· 1 shared Xiaoquan SuiD· 1 shared Yangyang SuniD· 1 shared Yuzhu CheniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Fengyang Zhao

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1 paper

Recent·Most cited

Deep learning and host variable embedding augment microbiome-based simultaneous detection of multiple diseases

Shunyao Wu, Zhiruo Li, Yuzhu Chen, Mingqian Zhang, Yangyang Sun, Jieqi Xing, Fengyang Zhao, Shi Wei Huang, Rob D. Knight, Xiaoquan Su

This paper introduces a deep learning method that detects multiple diseases simultaneously using microbiome data and host variables, outperforming traditional ML approaches and capturing key disease-related factors.

bioRxiv · May 16, 2023 · PreprintBioinformatics