Author

Hyong Hark Lee

Swarthmore College

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Biology Disciplines

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Genomics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:DNA methylation· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:variant calling· 1

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Iain MathiesoniD· 1 shared Jiaping WangiD· 1 shared Michael ΚourakosiD· 1 shared Nhung Hoang· 1 shared Sara MathiesoniD· 1 shared Zhanpeng Wang· 1 shared

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2021-2021 · peak 1/yr

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1 shared paperGenomics

Iain MathiesonORCID

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Recent·Most cited

GenomicsMolecular Ecology ResourcesPeer-reviewedMar 20, 2021

Automatic inference of demographic parameters using Generative Adversarial Networks

Zhanpeng Wang, Jiaping Wang, Michael Κourakos…·Sara Mathieson

This paper introduces pg-gan, a GAN-based method to estimate demographic parameters in population genetics, showing it can recover input parameters in simulations and recapitulate real human data features.

59 citationstop 2%

humanDNA methylation

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