Author

Pankaj Kumar

ICAR-Indian Institute of Agricultural BiotechnologyORCID 0009-0006-3422-8881Unclaimed ORCID profile · follow to get notified of new preprints

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Pankaj Kumar3 papers · University of Virginia

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Organism:human· 1 Approach:machine learning (classical)· 1 Research Focus:variant effect prediction· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

K K Kanaka· 1 shared K. C. NikhiliD· 1 shared Madhu RameshiD· 1 shared Madhusudan Reddy NandineniiD· 1 shared Rangasai Chandra GoliiD· 1 shared Sandip GaraiiD· 1 shared Soumen NaskariD· 1 shared Srishti Singh· 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

K K Kanaka

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 25, 2026

AlphaGenome informed machine learning for pathogenicity prediction of germline mutations

Pankaj Kumar, Srishti Singh, Sandip Garai…·K K Kanaka

AGVarPred is a gradient-boosted classifier that improves pathogenicity prediction of germline variants by integrating AlphaGenome features, outperforming existing models across SNVs and indels.

DOI 10.64898/2026.10.20.760593

humanwhole-exome sequencing

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