@article{metricsreloadedpitfallsandrecommendation,
  title = {Metrics reloaded: Recommendations for image analysis validation},
  author = {Lena Maier-Hein and Annika Reinke and Patrick Godau and Minu D. Tizabi and Florian Buettner and Evangelia Christodoulou and Ben Glocker and Fabian Isensee and Jens Kleesiek and Michal Kozubek and Mauricio Reyes and Michael A. Riegler and Manuel Wiesenfarth and A. Emre Kavur and Carole H. Sudre and Michael Baumgartner and Matthias Eisenmann and Doreen Heckmann-Nötzel and Tim Rädsch and Laura Acion and Michela Antonelli and Tal Arbel and Spyridon Bakas and Arriel Benis and Matthew Blaschko and M. Jorge Cardoso and Veronika Cheplygina and Beth A. Cimini and Gary S. Collins and Keyvan Farahani and Luciana Ferrer and Adrian Galdran and Bram van Ginneken and Robert Haase and Daniel A. Hashimoto and Michael M. Hoffman and Merel Huisman and Pierre Jannin and Charles E. Kahn and Dagmar Kainmueller and Bernhard Kainz and Alexandros Karargyris and Alan Karthikesalingam and Hannes Kenngott and Florian Kofler and Annette Kopp-Schneider and Anna Kreshuk and Tahsin Kurc and Bennett A. Landman and Geert Litjens and Amin Madani and Klaus Maier-Hein and Anne L. Martel and Peter Mattson and Erik Meijering and Bjoern Menze and Karel G. M. Moons and Henning Müller and Brennan Nichyporuk and Felix Nickel and Jens Petersen and Nasir Rajpoot and Nicola Rieke and Julio Saez-Rodriguez and Clara I. Sánchez and Shravya Shetty and Maarten van Smeden and Ronald M. Summers and Abdel A. Taha and Aleksei Tiulpin and Sotirios A. Tsaftaris and Ben van Calster and Gaël Varoquaux and Paul F. Jäger},
  year = {2022},
  eprint = {2206.01653},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2206.01653v8},
}