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An active learning based classification strategy for the minority class problem: application to histopathology annotation

BACKGROUND: Supervised classifiers for digital pathology can improve the ability of physicians to detect and diagnose diseases such as cancer. Generating training data for classifiers is problematic, since only domain experts (e.g. pathologists) can correctly label ground truth data. Additionally, d...

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Autores principales: Doyle, Scott, Monaco, James, Feldman, Michael, Tomaszewski, John, Madabhushi, Anant
Formato: Artigo
Lenguaje:Inglês
Publicado: BioMed Central 2011
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC3284114/
https://ncbi.nlm.nih.gov/pubmed/22034914
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-12-424
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