AttentiveChrome specifications

Information


Unique identifier OMICS_29963
Name AttentiveChrome
Software type Application/Script
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux
License MIT License
Computer skills Advanced
Stability Stable
Maintained Yes

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Versioning


No version available

Maintainer


  • person_outline Yanjun Qi

Publication for AttentiveChrome

AttentiveChrome citation

library_books

Opportunities and obstacles for deep learning in biology and medicine

2018
PMCID: 5938574
PMID: 29618526
DOI: 10.1098/rsif.2017.0387

[…] cient explanatory power to infer gene expression. For instance, the DeepChrome CNN [] improved the prediction accuracy of high or low gene expression from histone modifications over existing methods. AttentiveChrome [] added a deep attention model to further enhance DeepChrome. Deep learning can also integrate different data types. For example, Liang et al. [] combined RBMs to integrate gene expre […]

AttentiveChrome institution(s)
Department of Computer Science, University of Virginia, Charlottesville, VA, USA

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