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Deep neural networks with controlled variable selection for the identification of putative causal genetic variants

Peyman Hosseinzadeh Kassani, Fred Lu, Yann Le Guen, Michaël E. Belloy, Zihuai He

2022Nature Machine Intelligence18 citationsDOIOpen Access PDF

Topics & Concepts

InterpretabilityFeature selectionSelection (genetic algorithm)Computer scienceIdentification (biology)RandomnessArtificial neural networkArtificial intelligenceFalse discovery rateMachine learningFeature (linguistics)BiologyGeneticsMathematicsGeneStatisticsLinguisticsBotanyPhilosophyGene expression and cancer classificationGenetic Associations and EpidemiologyMachine Learning in Bioinformatics
Deep neural networks with controlled variable selection for the identification of putative causal genetic variants | Litcius