Author

M Deeraj Kumar

Easwari Engineering College

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 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

S Manoj KumariD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

SentryPath: a mechanistic protocol-ranking simulator with leave-one-trial-out cross-validation across 13 phase-III oncology randomised controlled trials and a pre-registered prospective forecast

M Deeraj Kumar, S Manoj Kumar

SentryPath is a mechanistic simulator that cross-validates across 13 oncology trials and forecasts trial outcomes with 3.7% mean error in NSCLC.

bioRxiv · Jun 29, 2026 · PreprintBioinformatics