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Why rankings of biomedical image analysis competitions should be interpreted with care

International challenges have become the standard for validation of biomedical image analysis methods. Given their scientific impact, it is surprising that a critical analysis of common practices related to the organization of challenges has not yet been performed. In this paper, we present a compre...

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Detalles Bibliográficos
Autores principales: Maier-Hein, Lena, Eisenmann, Matthias, Reinke, Annika, Onogur, Sinan, Stankovic, Marko, Scholz, Patrick, Arbel, Tal, Bogunovic, Hrvoje, Bradley, Andrew P., Carass, Aaron, Feldmann, Carolin, Frangi, Alejandro F., Full, Peter M., van Ginneken, Bram, Hanbury, Allan, Honauer, Katrin, Kozubek, Michal, Landman, Bennett A., März, Keno, Maier, Oskar, Maier-Hein, Klaus, Menze, Bjoern H., Müller, Henning, Neher, Peter F., Niessen, Wiro, Rajpoot, Nasir, Sharp, Gregory C., Sirinukunwattana, Korsuk, Speidel, Stefanie, Stock, Christian, Stoyanov, Danail, Taha, Abdel Aziz, van der Sommen, Fons, Wang, Ching-Wei, Weber, Marc-André, Zheng, Guoyan, Jannin, Pierre, Kopp-Schneider, Annette
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6284017/
https://www.ncbi.nlm.nih.gov/pubmed/30523263
http://dx.doi.org/10.1038/s41467-018-07619-7