Author
Institute of Genomics and Integrative BiologyORCID 0000-0001-9221-1443Unclaimed ORCID profile · follow to get notified of new preprints
4 papers
Recent·Most cited
Apoorva Challa, Afrin Zulfia S, Anwesha Mohapatra…·Somesh Gupta
The paper tracks vaginal microbiome changes in bacterial vaginosis after antibiotic treatment to identify microbial patterns linked to treatment resilience.
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.
Sunil Nagpal, Nishal Kumar Pinna, Divyanshu Srivastava…·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.
Sunil Nagpal, Divyanshu Srivastava, Sharmila S. Mande
The paper applies Latent Dirichlet Allocation to SARS-CoV-2 genomes treated as documents, identifying 16 amino acid and 18 nucleotide mutation signatures and their global distribution.