Cargando…
Network as a Biomarker: A Novel Network-Based Sparse Bayesian Machine for Pathway-Driven Drug Response Prediction
With the advances in different biological networks including gene regulation, gene co-expression, protein–protein interaction networks, and advanced approaches for network reconstruction, analysis, and interpretation, it is possible to discover reliable and accurate molecular network-based biomarker...
Autores principales: | Liu, Qi, Muglia, Louis J., Huang, Lei Frank |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6723660/ https://www.ncbi.nlm.nih.gov/pubmed/31405013 http://dx.doi.org/10.3390/genes10080602 |
Ejemplares similares
-
Grand Canonical Ensembles of Sparse Networks and Bayesian Inference
por: Bianconi, Ginestra
Publicado: (2022) -
Single-Cell Differential Network Analysis with Sparse Bayesian Factor Models
por: Sekula, Michael, et al.
Publicado: (2022) -
SPARSE: a sparse hypergraph neural network for learning multiple types of latent combinations to accurately predict drug–drug interactions
por: Nguyen, Duc Anh, et al.
Publicado: (2022) -
Experimental design for efficient identification of gene regulatory networks using sparse Bayesian models
por: Steinke, Florian, et al.
Publicado: (2007) -
Learning sparse models for a dynamic Bayesian network classifier of protein secondary structure
por: Aydin, Zafer, et al.
Publicado: (2011)