Author

Bilal Shabbir

Florida International 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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Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1 Assay:metabolomics· 1

Frequent Co-Authors

Fahad SaeediD· 1 shared Francisco Alberto Fernandez-LimaiD· 1 shared Pablo Batista Oliveira· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Fahad SaeedORCID

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1 paper

Recent·Most cited

A Machine Learning and Benchmarking Approach for Molecular Formula Assignment of Ultra High-Resolution Mass Spectrometry Data from Complex Mixtures

Bilal Shabbir, Pablo Batista Oliveira, Francisco Alberto Fernandez-Lima, Fahad Saeed

This paper applies machine learning to improve molecular formula assignment in UHRMS data, achieving higher annotation rates and accuracy compared to traditional methods.

bioRxiv · Feb 19, 2026 · PreprintBioinformatics