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The Medical Segmentation Decathlon.

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Title: The Medical Segmentation Decathlon.
Authors: Antonelli M; School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK. michela.antonelli@kcl.ac.uk., Reinke A; Div. Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg, Germany.; HI Helmholtz Imaging, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Faculty of Mathematics and Computer Science, University of Heidelberg, Heidelberg, Germany., Bakas S; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.; Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA., Farahani K; Center for Biomedical Informatics and Information Technology, National Cancer Institute (NIH), Bethesda, MD, USA., Kopp-Schneider A; Div. Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany., Landman BA; Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, USA., Litjens G; Radboud University Medical Center, Radboud Institute for Health Sciences, Nijmegen, The Netherlands., Menze B; Quantitative Biomedicine, University of Zurich, Zurich, Switzerland., Ronneberger O; DeepMind, London, UK., Summers RM; Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (NIH), Bethesda, MD, USA., van Ginneken B; Radboud University Medical Center, Radboud Institute for Health Sciences, Nijmegen, The Netherlands., Bilello M; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA., Bilic P; Department of Informatics, Technische Universität München, München, Germany., Christ PF; Department of Informatics, Technische Universität München, München, Germany., Do RKG; Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA., Gollub MJ; Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA., Heckers SH; Department of Psychiatry & Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA., Huisman H; Radboud University Medical Center, Radboud Institute for Health Sciences, Nijmegen, The Netherlands., Jarnagin WR; Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA., McHugo MK; Department of Psychiatry & Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA., Napel S; Department of Radiology, Stanford University, Stanford, CA, USA., Pernicka JSG; Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA., Rhode K; School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK., Tobon-Gomez C; School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK., Vorontsov E; Department of Computer Science and Software Engineering, École Polytechnique de Montréal, Montréal, QC, Canada., Meakin JA; Radboud University Medical Center, Radboud Institute for Health Sciences, Nijmegen, The Netherlands., Ourselin S; School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK., Wiesenfarth M; Div. Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany., Arbeláez P; Universidad de los Andes, Bogota, Colombia., Bae B; VUNO Inc., Seoul, Korea., Chen S; Tencent Jarvis Lab, Shenzhen, China., Daza L; Universidad de los Andes, Bogota, Colombia., Feng J; Department of Automation, Tsinghua University, Beijing, China., He B; Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China., Isensee F; HI Applied Computer Vision Lab, Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany., Ji Y; Department of Computer Science, Xiamen University, Xiamen, China., Jia F; Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China., Kim I; Kakao Brain, Seongnam-si, Republic of Korea., Maier-Hein K; Cerebriu A/S, Copenhagen, Denmark.; Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany., Merhof D; Institute of Imaging & Computer Vision, RWTH Aachen University, Aachen, Germany.; Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany., Pai A; Cerebriu A/S, Copenhagen, Denmark.; Department of Computer Science, University of Copenhagen, Copenhagen, Denmark., Park B; VUNO Inc., Seoul, Korea., Perslev M; Department of Computer Science, University of Copenhagen, Copenhagen, Denmark., Rezaiifar R; MaaDoTaa.com, San Diego, CA, USA., Rippel O; Institute of Imaging & Computer Vision, RWTH Aachen University, Aachen, Germany., Sarasua I; Lab for Artificial Intelligence in Medical Imaging (AI-Med), Department of Child and Adolescent Psychiatry, University Hospital, LMU München, Germany., Shen W; MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China., Son J; VUNO Inc., Seoul, Korea., Wachinger C; Lab for Artificial Intelligence in Medical Imaging (AI-Med), Department of Child and Adolescent Psychiatry, University Hospital, LMU München, Germany., Wang L; Department of Computer Science, Xiamen University, Xiamen, China., Wang Y; Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China., Xia Y; Johns Hopkins University, Baltimore, MD, USA., Xu D; NVIDIA, Santa Clara, CA, USA., Xu Z; Department of Automation, Tsinghua University, Beijing, China., Zheng Y; Tencent Jarvis Lab, Shenzhen, China., Simpson AL; School of Computing/Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada., Maier-Hein L; Div. Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg, Germany.; HI Helmholtz Imaging, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Faculty of Mathematics and Computer Science, University of Heidelberg, Heidelberg, Germany.; Medical Faculty, University of Heidelberg, Heidelberg, Germany., Cardoso MJ; School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK.
Source: Nature communications [Nat Commun] 2022 Jul 15; Vol. 13 (1), pp. 4128. Date of Electronic Publication: 2022 Jul 15.
Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't; Research Support, N.I.H., Intramural
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:2041-1723
DOI:10.1038/s41467-022-30695-9