An Evaluation of Active Learning Causal Discovery Methods for Reverse-Engineering Local Causal Pathways of Gene Regulation

Reverse-engineering of causal pathways that implicate diseases and vital cellular functions is a fundamental problem in biomedicine. Discovery of the local causal pathway of a target variable (that consists of its direct causes and direct effects) is essential for effective intervention and can faci...

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Detalles Bibliográficos
Autores principales: Ma, Sisi, Kemmeren, Patrick, Aliferis, Constantin F., Statnikov, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4778024/
https://www.ncbi.nlm.nih.gov/pubmed/26939894
http://dx.doi.org/10.1038/srep22558

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4778024/
https://www.ncbi.nlm.nih.gov/pubmed/26939894
http://dx.doi.org/10.1038/srep22558

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