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Reproducibility standards for machine learning in the life sciences

Benjamin J. Heil, Michael M. Hoffman, Florian Markowetz, Su‐In Lee, Casey S. Greene, Stephanie C. Hicks

2021Nature Methods228 citationsDOIOpen Access PDF

Topics & Concepts

WorkflowComputer scienceAutomationReproducibilityData scienceArtificial intelligenceSoftware engineeringCode (set theory)Machine learningProgramming languageDatabaseEngineeringChemistrySet (abstract data type)ChromatographyMechanical engineeringCell Image Analysis TechniquesScientific Computing and Data ManagementExplainable Artificial Intelligence (XAI)
Reproducibility standards for machine learning in the life sciences | Litcius