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The Need for Careful Data Collection for Pattern Recognition in Digital Pathology

Effective pattern recognition requires carefully designed ground-truth datasets. In this technical note, we first summarize potential data collection issues in digital pathology and then propose guidelines to build more realistic ground-truth datasets and to control their quality. We hope our commen...

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Detalles Bibliográficos
Autor principal: Marée, Raphaël
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Medknow Publications & Media Pvt Ltd 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5404354/
https://www.ncbi.nlm.nih.gov/pubmed/28480122
http://dx.doi.org/10.4103/jpi.jpi_94_16