HiCNN2: Enhancing the Resolution of Hi-C Data Using an Ensemble of Convolutional Neural Networks

We present a deep-learning package named HiCNN2 to learn the mapping between low-resolution and high-resolution Hi-C (a technique for capturing genome-wide chromatin interactions) data, which can enhance the resolution of Hi-C interaction matrices. The HiCNN2 package includes three methods each with...

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Bibliographic Details
Main Authors: Tong Liu, Zheng Wang
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Genes
Subjects:
Online Access:https://www.mdpi.com/2073-4425/10/11/862