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...

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Detaylı Bibliyografya
Yayımlandı:F1000Res
Asıl Yazarlar: 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.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: F1000 Research Limited 2021
Konular:
Software Tool Article
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC7883323/
https://ncbi.nlm.nih.gov/pubmed/33628435
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.12688/f1000research.26429.2
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