Author

Sunil Kumar

Corteva (United States)ORCID 0000-0002-6282-0640Unclaimed ORCID profile · follow to get notified of new preprints

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Sunil Kumar3 papers · Imperial College London

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:protein sequence· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Aashish JainiD· 1 shared Adrian AltenhoffiD· 1 shared Alberto PaccanaroiD· 1 shared Alessandro PetriniiD· 1 shared Alfredo BensoiD· 1 shared Ali Ebrahimpour-BoroojenyiD· 1 shared Alice Carolyn McHardyiD· 1 shared Alperen DalkıraniD· 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

Aashish JainORCID

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1 paper

Recent·Most cited

On the state of protein function prediction: a report on the fourth CAFA challenge

Rashika Ramola, M. Clara De Paolis Kaluza, Damiano Piovesan, Yisu Peng, Parnal Joshi, Mahta Mehdiabadi, Federica Quaglia, Rita Pancsa, Lucia Beatriz Chemes, Hongryul Ahn, Adrian Altenhoff, Ehsaneddin Asgari, Maria Cristina Aspromonte, Volkan Atalay, Giulia Babbi, , Maarten J. M. F. Reijnders

This paper reports on the fourth CAFA challenge, showing improvements in Gene Ontology term prediction but highlighting challenges in new evaluation settings.

bioRxiv · Jun 12, 2026 · PreprintBioinformatics