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Maier-Hein, Lena; Reinke, Annika; Godau, Patrick; Tizabi, Minu D; Buettner, Florian; Christodoulou, Evangelia; Glocker, Ben; Isensee, Fabian; Kleesiek, Jens; Kozubek, Michal; Reyes, Mauricio; Riegler, Michael A; Wiesenfarth, Manuel; Kavur, A Emre; Sudre, Carole H; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Nötzel, Doreen; Rädsch, Tim; Acion, Laura; ... (2024). Metrics reloaded: recommendations for image analysis validation. Nature methods, 21(2), pp. 195-212. Nature Publishing Group 10.1038/s41592-023-02151-z
Reinke, Annika; Tizabi, Minu D; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Nötzel, Doreen; Kavur, A Emre; Rädsch, Tim; Sudre, Carole H; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Buettner, Florian; Cardoso, M Jorge; Cheplygina, Veronika; Chen, Jianxu; Christodoulou, Evangelia; Cimini, Beth A; Farahani, Keyvan; ... (2024). Understanding metric-related pitfalls in image analysis validation. Nature methods, 21(2), pp. 182-194. Nature Publishing Group 10.1038/s41592-023-02150-0
Reyes, Mauricio; Meier, Raphael; Pereira, Sérgio; Silva, Carlos A; Dahlweid, Fried-Michael; von Tengg-Kobligk, Hendrik; Summers, Ronald M; Wiest, Roland (2020). On the Interpretability of Artificial Intelligence in Radiology: Challenges and Opportunities. Radiology: artificial intelligence, 2(3), e190043. Radiological Society of North America 10.1148/ryai.2020190043
Cerrolaza, Juan J; Reyes, Mauricio; Summers, Ronald M; González-Ballester, Miguel Ángel; Linguraru, Marius George (2015). Automatic multi-resolution shape modeling of multi-organ structures. Medical image analysis, 25(1), pp. 11-21. Elsevier 10.1016/j.media.2015.04.003
