Author

Sirimani Varnika

Indian Institute of Technology BHU

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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Microbiology· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Amit Kumar Rai· 1 shared Munesh Kumar Gupta· 1 shared Pradip PaikiD· 1 shared Punit Tiwari· 1 shared Ragini TilakiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperMicrobiology

Amit Kumar Rai

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1 paper

Recent·Most cited

Species Distribution, Antifungal Susceptibility, and Machine Learning-Based Prediction of Optimal Therapies Against Candida Species

Punit Tiwari, Amit Kumar Rai, Sirimani Varnika, Munesh Kumar Gupta, Ragini Tilak, Pradip Paik

This study identifies Candida species in blood, assesses their antifungal susceptibility, and uses a random forest model to predict optimal antifungal therapies.

bioRxiv · Oct 8, 2026 · PreprintMicrobiology