Author

Kumar Gaurav

European Bioinformatics InstitutePrimary ORCID profile (0009-0001-1094-9047 · 4 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Same name, identified by ORCID

Kumar GauraviD4 papers · Johannes Gutenberg University Mainz

Biology Disciplines

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Genetic & Genomic Medicine· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Research Focus:gene regulatory network inference· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1 Organism:plant (other)· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Adam DiakiteiD· 1 shared Adnan TufailiD· 1 shared Alexander Clifford DayiD· 1 shared Alexander Doney· 1 shared Alicja R. RudnickaiD· 1 shared Alison J. HardcastleiD· 1 shared Alison R. BentleyiD· 1 shared Ananth C. ViswanathaniD· 1 shared

Activity by Year

2019-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Adam DiakiteORCID

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2 papers

Recent·Most cited

Autoencoder-based phenotyping of ophthalmic images highlights genetic loci influencing retinal morphology and provides epidemiologically informative biomarkers.

Panagiotis I. Sergouniotis, Adam Diakite, Kumar Gaurav, Naomi Allen, Tariq Mehmood Aslam, Denize Atan, Sarah Ann Barman, Jenny Barrett, Paul Bishop, Graeme Charles M. Black, Tasanee Braithwaite, Roxana Carare, Usha Chakravarthy, Michelle P. Y. Chan, Sharon Y. L. Chua, , Tomas Fitzgerald

The paper uses an autoencoder to derive retinal phenotypes from OCT images, identifies 118 genetic loci, and shows their relevance to retinal morphology and disease prediction.

Bioinformatics · Dec 5, 2024Peer-reviewedGenetic & Genomic Medicine

Resistance gene discovery and cloning by sequence capture and association genetics

Sanu Arora, Burkhard Steuernagel, Kumar Gaurav, Sutha Chandramohan, Yunming Long, Oadi Matny, Ryan Johnson, Jacob M. Enk, Sambasivam K. Periyannan, Narinder Singh, Muhammad Asyraf Md Hatta, Naveenkumar Athiyannan, Jitender Cheema, Guotai Yu, Ngonidzashe Kangara, , Brande B. H. Wulff

This paper clones four stem rust resistance genes in wild diploid wheat using association genetics and R gene enrichment sequencing within six months.

Nature Biotechnology · Feb 1, 2019Peer-reviewedGenomics