Author

Alexander M. Gout

St. Jude Children's Research HospitalORCID 0000-0001-8943-5155Unclaimed ORCID profile · follow to get notified of new preprints

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Alexander M. Gout1 paper

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Daniel K. PutnamiD· 1 shared David A. WheeleriD· 1 shared David FinkelsteiniD· 1 shared Delaram RahbariniaiD· 1 shared Jinghui ZhangiD· 1 shared Larissa V. FurtadoiD· 1 shared Meiling JiniD· 1 shared Xiang 'Anthony' CheniD· 1 shared

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2025-2025 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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Daniel K. PutnamORCID

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1 paper

Recent·Most cited

BioinformaticsGenomics Proteomics & BioinformaticsPeer-reviewedNov 29, 2025

CanID: a robust and accurate RNAseq Expression-based diagnostic classification scheme for pediatric malignancies

Daniel K. Putnam, Alexander M. Gout, Delaram Rahbarinia…·Xiang 'Anthony' Chen

CanID is a machine learning classifier for pediatric cancer subtypes using RNAseq data, achieving 99% accuracy for solid tumors and 92-93% for hematologic malignancies.

1 citation

humanbulk RNA-seq

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