Author

Yitao Xue

Affiliated Hospital of Shandong University of Traditional Chinese MedicineORCID 0000-0001-6575-2674Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 2 Research Focus:differential expression· 2 Organism:human· 2 Approach:machine learning (classical)· 2 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Yan LiiD· 2 shared Yiding YuiD· 2 shared Huajing YuaniD· 1 shared Jingle Shi· 1 shared Juan ZhangiD· 1 shared Lin WangiD· 1 shared Quancheng HaniD· 1 shared Wangjun Hou· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 24 mutual co-author links

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2 shared papersBioinformatics

Yan LiORCID

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2 papers

Recent·Most cited

Integrating Bioinformatics and Machine Learning to Investigate the Mechanisms by Which Three Major Respiratory Infectious Diseases Exacerbate Heart Failure

Yiding Yu, Quancheng Han, Juan Zhang, Jingle Shi, Huajing Yuan, Yitao Xue, Yan Li

The paper identifies key genes and pathways linking respiratory infections to heart failure exacerbation using bioinformatics and machine learning.

Scientific Reports · Jul 2, 2025Peer-reviewedBioinformatics

Identification and validation of aging-related genes in heart failure based on multiple machine learning algorithms

Yiding Yu, Lin Wang, Wangjun Hou, Yitao Xue, Xiujuan Liu, Yan Li

The paper identifies aging-related genes in heart failure using WGCNA, CellAge, and machine learning algorithms, and validates potential therapeutic drugs.

Frontiers in Immunology · Apr 15, 2024Peer-reviewedBioinformatics