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

Biomedical image analysis challenges have increased in the last ten years, but common practices have not been established yet. Here the authors analyze 150 recent challenges and demonstrate that outcome varies based on the metrics used and that limited information reporting hampers reproducibility.

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Hauptverfasser: Maier-Hein, Lena (VerfasserIn) , Eisenmann, Matthias (VerfasserIn) , Reinke, Annika (VerfasserIn) , Onogur, Sinan (VerfasserIn) , Stankovic, Marko (VerfasserIn) , Godau, Patrick (VerfasserIn) , Arbel, Tal (VerfasserIn) , Hrvoje, Bogunovic (VerfasserIn) , Bradley, Andrew P. (VerfasserIn) , Carass, Aaron (VerfasserIn) , Feldmann, Carolin (VerfasserIn) , Frangi, Alejandro F. (VerfasserIn) , Full, Peter M. (VerfasserIn) , van Ginneken, Bram (VerfasserIn) , Hanbury, Allan (VerfasserIn) , Honauer, Katrin (VerfasserIn) , Kozubek, Michal (VerfasserIn) , Landman, Bennett A. (VerfasserIn) , März, Keno (VerfasserIn) , Maier, Oskar (VerfasserIn) , Maier-Hein, Klaus H. (VerfasserIn) , Menze, Bjoern (VerfasserIn) , Müller, Henning (VerfasserIn) , Neher, Peter (VerfasserIn) , Niessen, Wiro (VerfasserIn) , Rajppot, Nasir (VerfasserIn) , Sharp, Gregory C. (VerfasserIn) , Sirinukunwattana, Korsuk (VerfasserIn) , Speidel, Stafanie (VerfasserIn) , Stock, Christian (VerfasserIn) , Stoyanov, Danail (VerfasserIn) , Taha, Abdel Aziz (VerfasserIn) , van der Sommen, Fons (VerfasserIn) , Wang, Ching-Wei (VerfasserIn) , Weber, Marc-André (VerfasserIn) , Zheng, Guoyan (VerfasserIn) , Jannin, Pierre (VerfasserIn) , Kopp-Schneider, Annette (VerfasserIn)
Dokumenttyp: Article (Journal)
Sprache:Englisch
Veröffentlicht: 06 December 2018
In: Nature Communications
Year: 2018, Jahrgang: 9, Pages: 5217
ISSN:2041-1723
DOI:10.1038/s41467-018-07619-7
Online-Zugang:Verlag, Volltext: http://dx.doi.org/10.1038/s41467-018-07619-7
Verlag, Volltext: https://www.nature.com/articles/s41467-018-07619-7
Volltext
Verfasserangaben:Lena Maier-Hein et al.#

MARC

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