Author

Mahdieh Shabanian

University of UtahORCID 0000-0002-2133-2069Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Liam S. WilsoniD· 1 shared Mattia ProsperiiD· 1 shared Nima PouladiiD· 1 shared Yves A. LussieriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Liam S. WilsonORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 3, 2025

Paired-Sample and Pathway-Anchored MLOps Framework for Robust Transcriptomic Machine Learning in Small Cohorts

Mahdieh Shabanian, Nima Pouladi, Liam S. Wilson…·Yves A. Lussier

This paper develops a framework combining paired-sample dynamics, pathway-based analytics, and MLOps to improve transcriptomic classification in small cohorts, achieving high precision and recall in case studies.

DOI 10.1101/2025.06.03.657721

humanbulk RNA-seq

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