Creating artificial human genomes using generative neural networks.

Abstract excerpt

Generative models have shown breakthroughs in a wide spectrum of domains due to recent advancements in machine learning algorithms and increased computational power. Despite these impressive achievements, the ability of generative models to create realistic synthetic data is still under-exploited in genetics and absent from population genetics. Yet a known limitation in the field is the reduced access to many...

Topics

Share this publication in a Topic to start or enrich a Post.

• Share to Chromosomes, Human, Pair 15
• Share to Databases, Factual