netDx: Software for building interpretable patient classifiers by multi-'omic data integration using patient similarity networks

Patient classification based on clinical and genomic data will further the goal of precision medicine. Interpretability is of particular relevance for models based on genomic data, where sample sizes are relatively small (in the hundreds), increasing overfitting risk netDx is a machine learning meth...

Descripción completa

Detalles Bibliográficos
Autores principales: Pai, Shraddha, Weber, Philipp, Isserlin, Ruth, Kaka, Hussam, Hui, Shirley, Shah, Muhammad Ahmad, Giudice, Luca, Giugno, Rosalba, Nøhr, Anne Krogh, Baumbach, Jan, Bader, Gary D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000 Research Limited 2021
Materias:
Software Tool Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7883323/
https://www.ncbi.nlm.nih.gov/pubmed/33628435
http://dx.doi.org/10.12688/f1000research.26429.2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7883323/
https://www.ncbi.nlm.nih.gov/pubmed/33628435
http://dx.doi.org/10.12688/f1000research.26429.2

Ejemplares similares