Fig. 1: A replicate-based method for deep learning from chromatin conformation contact maps. | Nature Communications

Fig. 1: A replicate-based method for deep learning from chromatin conformation contact maps.

From: A deep learning method for replicate-based analysis of chromosome conformation contacts using Siamese neural networks

Fig. 1: A replicate-based method for deep learning from chromatin conformation contact maps.

a Overview of the Twins workflow. b Illustration of the Siamese network architecture for chromatin conformation maps. c Twins embedding distance distributions for replicates (blue) and conditions (orange, mature versus immature thymocytes) for training (chromosomes 1, 3–17, 19) and validation (chromosome 18). d As in (c) but on test set (chromosome 2).

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