Author

Ravidu Nakandalage

ZHAW Zurich University of Applied Sciences

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

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1

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Bernd KuhniD· 1 shared David GraberiD· 1 shared Jakub KopkoiD· 1 shared Peter StockingeriD· 1 shared Siddhartha MishraiD· 1 shared

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2026-2026 · peak 1/yr

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Bernd KuhnORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJul 30, 2026

How Bias Shapes the Leaderboard: Scoring Function Performance Under Scrutiny

David Graber, Jakub Kopko, Peter Stockinger…·Siddhartha Mishra

This study evaluates how systemic biases affect scoring function performance in virtual screening, finding that biases can inflate results and that classical methods outperform machine learning models on out-of-distribution targets.

DOI 10.64898/2026.07.27.740774

statistical modelbenchmark study

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