EPI-Mind: Identifying Enhancer-Promoter Interactions Based on Transformer Mechanism.

Yu NiLinqi FanMiao WangNing ZhangYongchun ZuoMingzhi Liao

Published in: Interdisciplinary sciences, computational life sciences (2022)

This research proposed a method, which was called EPI-Mind, to predict EPIs only with enhancer and promoters sequences, the framework of which was based on deep learning. This manuscript may provide a new route to solve the problem.

Keyphrases

transcription factor
deep learning
binding protein
dna methylation
gene expression
artificial intelligence
convolutional neural network
genetic diversity