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The Medical Segmentation Decathlon



Michela Antonelli , Annika Reinke , Spyridon Bakas , Keyvan Farahani , AnnetteKopp-Schneider , Bennett A. Landman , Geert Litjens , Bjoern Menze , Olaf Ronneberger , Ronald M. Summers , Bram van Ginneken , Michel Bilello , Patrick Bilic , Patrick F. Christ , Richard K. G. Do , Marc J. Gollub , Stephan H. Heckers , Henkjan Huisman , William R. Jarnagin , Maureen K. McHugo , Sandy Napel , Jennifer S. Goli Pernicka , Kawal Rhode , Catalina Tobon-Gomez , Eugene Vorontsov , Henkjan Huisman , James A. Meakin , Sebastien Ourselin , Manuel Wiesenfarth , Pablo Arbelaez , Byeonguk Bae , Sihong Chen , Laura Daza , Jianjiang Feng , Baochun He , Fabian Isensee , Yuanfeng Ji , Fucang Jia , Namkug Kim , Ildoo Kim , Dorit Merhof , Akshay Pai , Beomhee Park , Mathias Perslev , Ramin Rezaiifar , Oliver Rippel , Ignacio Sarasua , Wei Shen , Jaemin Son , Christian Wachinger , Liansheng Wang , Yan Wang , Yingda Xia , Daguang Xu , Zhanwei Xu , Yefeng Zheng , Amber L. Simpson , Lena Maier-Hein , M. Jorge Cardoso


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A large annotated medical image dataset for the development and evaluation of segmentation algorithms



Amber L. Simpson , Michela Antonelli , Spyridon Bakas , Michel Bilello , Keyvan Farahani , Bram van Ginneken , Annette Kopp-Schneider , Bennett A. Landman , Geert Litjens , Bjoern Menze , Olaf Ronneberger , Ronald M. Summers , Patrick Bilic , Patrick F. Christ , Richard K. G. Do , Marc Gollub , Jennifer Golia-Pernicka , Stephan H. Heckers , William R. Jarnagin , Maureen K. McHugo , Sandy Napel , Eugene Vorontsov , Lena Maier-Hein , M. Jorge Cardoso


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