Author

Roshan Balaji

Indian Institute of Technology MadrasORCID 0009-0005-1302-1032Unclaimed ORCID profile · follow to get notified of new preprints

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Systems Biology· 1

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Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Research Focus:GWAS / association mapping· 1 Assay:GWAS summary statistics· 1 Approach:machine learning (classical)· 1 Organism:yeast· 1

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Himanshu SinhaiD· 1 shared Nirav BhattiD· 1 shared Rajeeva R. M. Lokshanan· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperSystems Biology

Himanshu SinhaORCID

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1 paper

Recent·Most cited

Systems BiologybioRxivPreprintMar 18, 2026

Interpretable machine learning meets systems biology to decode genotype-phenotype maps

Rajeeva R. M. Lokshanan, Roshan Balaji, Himanshu Sinha, Nirav Bhatt

The paper develops an interpretable machine learning framework to decode genotype-phenotype maps in yeast, identifying causal genes and pathway enrichments from QTL data.

DOI 10.64898/2026.03.16.712082

yeastGWAS summary statistics

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