Author

Vinaya Bhate

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

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Aushdhan Govindraj Chetty· 1 shared Devam Himanshu Zalawadia· 1 shared Sonalika RayiD· 1 shared Tanesha Deepan Chakravarthy· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Aushdhan Govindraj Chetty

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1 paper

Recent·Most cited

Multi-Algorithm Machine Learning Benchmarking for Pan-Cancer Classification from Tumour-Educated Platelet RNA Sequencing

Devam Himanshu Zalawadia, Vinaya Bhate, Tanesha Deepan Chakravarthy, Aushdhan Govindraj Chetty, Sonalika Ray

The paper benchmarks machine learning classifiers on TEP RNA-seq data to classify cancer types, finding Multinomial Logistic Regression achieves the highest performance.

bioRxiv · May 26, 2026 · PreprintBioinformatics