Network-based Biased Tree Ensembles (NetBiTE) for Drug Sensitivity Prediction and Drug Sensitivity Biomarker Identification in Cancer

We present the Network-based Biased Tree Ensembles (NetBiTE) method for drug sensitivity prediction and drug sensitivity biomarker identification in cancer using a combination of prior knowledge and gene expression data. Our devised method consists of a biased tree ensemble that is built according t...

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Detalles Bibliográficos
Autores principales: Oskooei, Ali, Manica, Matteo, Mathis, Roland, Martínez, María Rodríguez
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6828742/
https://www.ncbi.nlm.nih.gov/pubmed/31685861
http://dx.doi.org/10.1038/s41598-019-52093-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6828742/
https://www.ncbi.nlm.nih.gov/pubmed/31685861
http://dx.doi.org/10.1038/s41598-019-52093-w

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