Supervised Regularized Canonical Correlation Analysis: integrating histologic and proteomic measurements for predicting biochemical recurrence following prostate surgery

BACKGROUND: Multimodal data, especially imaging and non-imaging data, is being routinely acquired in the context of disease diagnostics; however, computational challenges have limited the ability to quantitatively integrate imaging and non-imaging data channels with different dimensionalities and sc...

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Détails bibliographiques
Auteurs principaux: Golugula, Abhishek, Lee, George, Master, Stephen R, Feldman, Michael D, Tomaszewski, John E, Speicher, David W, Madabhushi, Anant
Format: Artigo
Langue:Inglês
Publié: BioMed Central 2011
Sujets:
Methodology Article
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC3267835/
https://ncbi.nlm.nih.gov/pubmed/22182303
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-12-483
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