Author

Udit Surya Saha

University of CambridgeORCID 0000-0003-4568-2888Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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

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Andreas BenderiD· 1 shared Anne Elizabeth CarpenteriD· 1 shared Michele VendruscoloiD· 1 shared Shantanu SinghiD· 1 shared Srijit SealiD· 1 shared

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2024-2024 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Andreas BenderORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJul 2, 2024

Step Forward Cross Validation for Bioactivity Prediction: Out of Distribution Validation in Drug Discovery

Udit Surya Saha, Michele Vendruscolo, Anne Elizabeth Carpenter…·Srijit Seal

This study evaluates k-fold n-step forward cross-validation for improving out-of-distribution bioactivity predictions in drug discovery and recommends its use with specific metrics.

5 citations

machine learning (classical)drug response / drug discovery

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