Author

Rebecca Riley

Haverford College

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Biology Disciplines

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Genomics· 1

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Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:variant calling· 1 Research Focus:variant effect prediction· 1

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Iain MathiesoniD· 1 shared Sara MathiesoniD· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperGenomics

Iain MathiesonORCID

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1 paper

Recent·Most cited

Interpreting Generative Adversarial Networks to Infer Natural Selection from Genetic Data

Rebecca Riley, Iain Mathieson, Sara Mathieson

This paper introduces a GAN-based method to detect natural selection by training on neutral data and identifying regions that deviate from simulated neutral patterns.

Genetics · Feb 22, 2024Peer-reviewedGenomics