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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Detalles Bibliográficos
Autores principales: Leo, Patrick, Elliott, Robin, Shih, Natalie N. C., Gupta, Sanjay, Feldman, Michael, Madabhushi, Anant
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6175913/
https://www.ncbi.nlm.nih.gov/pubmed/30297720
http://dx.doi.org/10.1038/s41598-018-33026-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6175913/
https://www.ncbi.nlm.nih.gov/pubmed/30297720
http://dx.doi.org/10.1038/s41598-018-33026-5

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