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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...
| Autores principales: | , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2018
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| Materias: | |
| 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 |