A probabilistic pathway score (PROPS) for classification with applications to inflammatory bowel disease

SUMMARY: Gene-based supervised machine learning classification models have been widely used to differentiate disease states, predict disease progression and determine effective treatment options. However, many of these classifiers are sensitive to noise and frequently do not replicate in external va...

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Detalles Bibliográficos
Autores principales: Han, Lichy, Maciejewski, Mateusz, Brockel, Christoph, Gordon, William, Snapper, Scott B, Korzenik, Joshua R, Afzelius, Lovisa, Altman, Russ B
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Original Papers
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5860179/
https://www.ncbi.nlm.nih.gov/pubmed/29048458
http://dx.doi.org/10.1093/bioinformatics/btx651

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5860179/
https://www.ncbi.nlm.nih.gov/pubmed/29048458
http://dx.doi.org/10.1093/bioinformatics/btx651

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