Peax Interactive Concept Learning for Visual Exploration of Epigenetic Patterns

Peax Interactive Concept Learning for Visual Exploration of EpigeneticĀ Patterns

Epigenomic data expresses a rich body of diverse patterns that help to identify regulatory elements like promoter, enhancers, etc. But finding these patterns reliably genome-wide is challenging. Peax is a tool for interactive visual pattern search and exploration of epigenomic patterns based on unsupervised representation learning with convolutional autoencoders. The visual search is driven by manually labeled genomic regions for actively learning a classifier to reflect your notion of interestingness.

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Fritz Lekschas

April 17, 2019
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