Anomaly detection in genomic catalogues using unsupervised multi-view autoencoders

BACKGROUND: Accurate identification of Transcriptional Regulator binding locations is essential for analysis of genomic regions, including Cis Regulatory Elements. The customary NGS approaches, predominantly ChIP-Seq, can be obscured by data anomalies and biases which are difficult to detect without...

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Detalles Bibliográficos
Autores principales: Ferré, Quentin, Chèneby, Jeanne, Puthier, Denis, Capponi, Cécile, Ballester, Benoît
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Methodology Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8467021/
https://www.ncbi.nlm.nih.gov/pubmed/34563116
http://dx.doi.org/10.1186/s12859-021-04359-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8467021/
https://www.ncbi.nlm.nih.gov/pubmed/34563116
http://dx.doi.org/10.1186/s12859-021-04359-2

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