Author

İlker Demirel

Massachusetts Institute of TechnologyORCID 0000-0003-1035-8500Unclaimed 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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Organism:human· 1 Research Focus:imputation· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Ahmed Alaa· 1 shared Andrew Chan· 1 shared Anthony PhilippakisiD· 1 shared Bing Yu· 1 shared Bruce M. PsatyiD· 1 shared Christie Mitchell BallantyneiD· 1 shared Gina Marie PelosoiD· 1 shared Jayna C. NicholasiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Ahmed Alaa

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMay 9, 2026

Machine learning cross-platform proteomic imputation enables protein quality scoring and replication of epidemiological associations

Linke Li, Ahmed Alaa, Youxin Tan…·Zhi Yu

This paper develops a machine learning framework to impute cross-platform proteomic data, improving replication of epidemiological findings and protein quality scoring.

DOI 10.64898/2026.05.05.723059

humanproteomics

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