Author

Michael Powell

Johns Hopkins University

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:statistical model· 1

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Brian S. CaffoiD· 1 shared Eric BridgefordiD· 1 shared Gregory KiariD· 1 shared Jaewon ChungiD· 1 shared Joshua T. VogelsteiniD· 1 shared Michael Peter MilhamiD· 1 shared Ross LawrenceiD· 1 shared Sambit PandaiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperNeuroscience

Brian S. CaffoORCID

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1 paper

Recent·Most cited

NeuroscienceImaging NeurosciencePeer-reviewedJan 1, 2025

When no answer is better than a wrong answer: a causal perspective on batch effects

Eric Bridgeford, Michael Powell, Gregory Kiar…·Joshua T. Vogelstein

This paper introduces causal methods to detect batch effects in multi-site data, showing they provide more accurate or 'no answer' results compared to non-causal methods.

11 citationstop 3%

statistical modelbenchmarking

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