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Stable and discriminating features are predictive of cancer presence and Gleason grade in radical prostatectomy specimens: a multi-site study

Site variation in fixation, staining, and scanning can confound automated tissue based image classifiers for disease characterization. In this study we incorporated stability into four feature selection methods for identifying the most robust and discriminating features for two prostate histopatholo...

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Podrobná bibliografie
Vydáno v:Sci Rep
Hlavní autoři: Leo, Patrick, Elliott, Robin, Shih, Natalie N. C., Gupta, Sanjay, Feldman, Michael, Madabhushi, Anant
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group UK 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6175913/
https://ncbi.nlm.nih.gov/pubmed/30297720
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-33026-5
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