Author

Nishal Kumar Pinna

Tata Consultancy Services (India)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1 Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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Organism:virus· 2 Assay:whole-genome sequencing· 2 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Rohan P. SinghiD· 2 shared Sharmila S. MandeiD· 2 shared Sunil NagpaliD· 2 shared Divyanshu SrivastavaiD· 1 shared

Activity by Year

2021-2022 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersGenetic & Genomic Medicine

Rohan P. SinghORCID

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2 papers

Recent·Most cited

Tracking mutational semantics of SARS-CoV-2 genomes

Rohan P. Singh, Sunil Nagpal, Nishal Kumar Pinna, Sharmila S. Mande

The paper applies natural language processing techniques to SARS-CoV-2 genomes to identify mutation signatures and track semantic changes associated with variants of concern.

Scientific Reports · Sep 20, 2022Peer-reviewedGenetic & Genomic Medicine

(Machine) Learning the mutation signatures of SARS-CoV-2: a primer for predictive prognosis

Sunil Nagpal, Nishal Kumar Pinna, Divyanshu Srivastava, Rohan P. Singh, Sharmila S. Mande

The paper uses machine learning to classify SARS-CoV-2 variants by mutation patterns and identifies key mutations associated with disease severity outcomes.

bioRxiv · Aug 30, 2021 · PreprintBioinformatics