Author

Jia Zhang

QIMR Berghofer Medical Research InstituteORCID 0000-0003-2148-0923Unclaimed ORCID profile · follow to get notified of new preprints

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Jia Zhang2 papers · Chinese Academy of Sciences

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell-cell communication· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Christian U. BlankiD· 1 shared Conrad LeonardiD· 1 shared Elizabeth D. WilliamsiD· 1 shared John V. PearsoniD· 1 shared Khoa Anh TraniD· 1 shared Lambros T. KoufariotisiD· 1 shared Lotte L. HoeijmakersiD· 1 shared Mireia Crispin‐OrtuzariD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Christian U. BlankORCID

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1 paper

Recent·Most cited

BioinformaticsScientific ReportsPeer-reviewedMay 23, 2026

Explainable machine learning identifies features and thresholds predictive of immunotherapy response

Khoa Anh Tran, Venkateswar Addala, Lambros T. Koufariotis…·Nicola Waddell

The paper develops a multi-omic random forest model to predict immunotherapy response in melanoma using SHAP for feature threshold identification.

1 citation

humanDNA methylation

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