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DeepCORE: An interpretable multi-view deep neural network model to detect co-operative regulatory elements

2023-04-19

Abstract excerpt

Gene transcription is an essential process involved in all aspects of cellular functions with significant impact on biological traits and diseases. This process is tightly regulated by multiple elements that co-operate to jointly modulate the transcription levels of target genes. To decipher the complicated regulatory network, we present a novel multi-view attention-based deep neural network that models the relati...

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Literature Corpus work
53796480-df6b-5d92-8237-219bf38212f9
DOI
10.1101/2023.04.19.536807
Open publication

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DeepCORE: An interpretable multi-view deep neural network model to detect co-operative regulatory elementsDOI 10.1101/2023.04.19.536807
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