MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images

Author:

Zimmerer David1ORCID,Full Peter M.1ORCID,Isensee Fabian1ORCID,Jager Paul1,Adler Tim1ORCID,Petersen Jens1,Kohler Gregor1ORCID,Ross Tobias1,Reinke Annika1,Kascenas Antanas2,Jensen Bjorn Sand2,O'Neil Alison Q.3,Tan Jeremy4ORCID,Hou Benjamin4ORCID,Batten James4,Qiu Huaqi4ORCID,Kainz Bernhard4ORCID,Shvetsova Nina5ORCID,Fedulova Irina5,Dylov Dmitry V.6ORCID,Yu Baolun7,Zhai Jianyang7,Hu Jingtao7ORCID,Si Runxuan7,Zhou Sihang8ORCID,Wang Siqi7,Li Xinyang7,Chen Xuerun7,Zhao Yang7ORCID,Marimont Sergio Naval9ORCID,Tarroni Giacomo9ORCID,Saase Victor10,Maier-Hein Lena1,Maier-Hein Klaus1

Affiliation:

1. German Cancer Research Center, Heidelberg, Germany

2. School of Computing Science, University of Glasgow, Glasgow, U.K.

3. School of Engineering, The University of Edinburgh, Edinburgh, U.K.

4. Department of Computing, Imperial College London, London, U.K.

5. Philips Research, Moscow, Russia

6. Skolkovo Institute of Science and Technology, Moscow, Russia

7. College of Computer, National University of Defense Technology, Changsha, Hunan, China

8. College of Intelligence Science and Technology, National University of Defense Technology, Changsha, Hunan, China

9. CitAI Research Centre, City, University of London, London, U.K.

10. Department of Neuroradiology, Heidelberg University, Heidelberg, Germany

Funder

Helmholtz Association under the Joint Research School “HIDSS4Health—Helmholtz Information and Data Science School for Health”

Helmholtz Imaging

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Radiological and Ultrasound Technology,Software

Reference55 articles.

1. Detecting outliers with foreign patch interpolation;tan;arXiv 2011 04197,2020

2. Accuracy of CT Colonography for Detection of Large Adenomas and Cancers

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