Article

DeepOM: Single-molecule optical genome mapping via deep learning

2022-11-04

Abstract excerpt

Efficient tapping into genomic information from a single microscopic image of an intact DNA molecule fragment is an outstanding challenge and its solution will open new frontiers in molecular diagnostics. Here, a new computational method for optical genome mapping utilizing Deep Learning is presented, termed DeepOM. Utilization of a Convolutional Neural Network (CNN), trained on simulated images of labeled DNA mol...

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Literature Corpus work: 4d79eae1-2165-544d-8b08-4102c1b84957
DOI: 10.1101/2022.11.04.512597

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