1Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA USA
2Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA USA
3Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA USA
4Department of Informatics, Technical University of Munich, Munich, Bavaria Germany
5Intel Corporation, Santa Clara, CA USA
6Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany
7Clinical Cooperation Unit Neuropathology, German Cancer Consortium (DKTK) within the German Cancer Research Center (DKFZ), Heidelberg, Germany
8Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany
9Division of Medical Image Computing, German Cancer Research Center, Heidelberg, Germany
10Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
11Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany
12Department of Radiology & Biomedical Imaging, University of California San Francisco, San Francisco, CA USA
13Symbiosis Center for Medical Image Analysis, Symbiosis International University, Pune, Maharashtra India
14Department of Neuroimaging and Interventional Radiology, National Institute of Mental Health and Neurosciences, Bangalore, Karnataka India
15Department of Radiology, School of Medicine and Public Health, University of Wisconsin, Madison, WI USA
16Department of Medical Physics, School of Medicine and Public Health, University of Wisconsin, Madison, WI USA
17Leeds Teaching Hospitals Trust, Department of Radiology, Leeds, UK
18Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA
19Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA USA
20Catalan Institute of Oncology, Badalona, Spain
21Consorci MAR Parc de Salut de Barcelona, Catalonia, Spain
22Department of Radiology (IDI), Girona Biomedical Research Institute (IdIBGi), Josep Trueta University Hospital, Girona, Spain
23Institute of Neuroradiology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria
24Department of Neurooncology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria
25Institute of Diagnostic and Interventional Neuroradiology, RKH Klinikum Ludwigsburg, Ludwigsburg, Germany
26Department of Radiation Oncology, Christiana Care Health System, Philadelphia, PA USA
27Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA USA
28Department of Radiation Oncology, University of Maryland, Baltimore, MD USA
29Department of Radiation Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA USA
30Department of Radiation Oncology, The James Cancer Hospital and Solove Research Institute, The Ohio State University Comprehensive Cancer Center, Columbus, OH USA
31Department of Radiology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA USA
32The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD USA
33The Malone Center for Engineering in Healthcare, The Whiting School of Engineering, Johns Hopkins University, Baltimore, MD USA
34Department of Electrical and Computer Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD USA
35The Chinese University of Hong Kong, Hong Kong, China
36Centre for Biomedical Image Analysis, Faculty of Informatics, Masaryk University, Brno, Czech Republic
37Department of Radiology and Nuclear Medicine, Faculty of Medicine, Masaryk University, Brno and University Hospital Brno, Brno, Czech Republic
38Department of Biophysics, Faculty of Medicine, Masaryk University, Brno, Czech Republic
39Department of Neurosurgery, Faculty of Medicine, Masaryk University, Brno, and University Hospital and Czech Republic, Brno, Czech Republic
40Department of Neuro Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL USA
41University of Alberta, Edmonton, AB Canada
42Alberta Machine Intelligence Institute, Edmonton, AB Canada
43Department of Radiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL USA
44University of Texas Southwestern Medical Center, Dallas, TX USA
45UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA USA
46UCLA Neuro-Oncology Program, Department of Neurology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CaA USA
47Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA USA
48College of Medicine and Public Health, Flinders University, Bedford Park, SA Australia
49Division of Surgery and Perioperative Medicine, Flinders Medical Centre, Bedford Park, SA Australia
50South Australia Medical Imaging, Flinders Medical Centre, Bedford Park, SA Australia
51Department of Neurology, Baylor College of Medicine, Houston, TX USA
52Institute of Computing, University of Campinas, Campinas, São Paulo Brazil
53Federal Institute of São Paulo, Campinas, São Paulo Brazil
54Instituto de Neurologia de Curitiba, Curitiba, Paraná Brazil
55Department of Radiology, Hospital de Clínicas da Universidade Federal do Paraná, Curitiba, Paraná, Brazil
56Department of Informatics, Universidade Federal do Paraná, Curitiba, Paraná, Brazil
57Department of Radiology, Washington University in St. Louis, St. Louis, MO USA
58Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
59TranslaTUM (Zentralinstitut für translationale Krebsforschung der Technischen Universität München), Klinikum rechts der Isar, Munich, Germany
60Image-Based Biomedical Modeling, Department of Informatics, Technical University of Munich, Munich, Germany
61Department of Radiology, NYU Grossman School of Medicine, New York, NY USA
62Department of Neurosurgery, NYU Grossman School of Medicine, New York, NY USA
63Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland
64Department of Neurosurgery, Anschutz Medical Campus, University of Colorado, Aurora, CO USA
65Department of Radiology, University Hospitals Cleveland, Cleveland, OH USA
66Department of Neurological Surgery, University Hospitals-Seidman Cancer Center, Cleveland, OH USA
67Case Comprehensive Cancer Center, Cleveland, OH USA
68Department of Neurosurgery, Case Western Reserve University School of Medicine, Cleveland, OH USA
69National Cancer Institute, National Institute of Health, Division of Cancer Epidemiology and Genetics, Bethesda, MD USA
70Department of Radiology, Neuroradiology Division, University of Pittsburgh, Pittsburgh, PA USA
71Department of Diagnostic Radiology, University of Texas MD Anderson Cancer Center, Houston, TX USA
72University of Pittsburgh Medical Center, Pittsburgh, PA USA
73Department of Neuroradiology, University of Michigan, Ann Arbor, MI USA
74Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI USA
75Department of Radiology, Baylor College of Medicine, Houston, TX USA
76Department of Computing, Imperial College London, London, UK
77Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Oxford, UK
78Department of Radiology, Imperial College NHS Healthcare Trust, London, UK
79Computational Oncology Group, Institute for Global Health Innovation, Imperial College London, London, UK
80Department of NeuroRadiology, University of Patras, Patras, Greece
81Department of Neurosurgery, University of Patras, Patras, Greece
82Clinical Radiology Laboratory, Department of Medicine, University of Patras, Patras, Greece
83Department of Electrical and Computer Engineering, University of Patras, Patras, Greece
84Department of Neuro-Oncology, University of Patras, Patras, Greece
85Department of Radiation Oncology, University of Patras, Patras, Greece
86Yonsei University College of Medicine, Seoul, Korea
87Department of Radiation Oncology, Henry Ford Health System, Detroit, MI USA
88Public Health Sciences, Henry Ford Health System, Detroit, MI USA
89SJTU-Ruijin-UIH Institute for Medical Imaging Technology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China
90Case Western Reserve University, Cleveland, OH USA
91Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Centre Rotterdam, Rotterdam, Netherlands
92Department of Neurosurgery, Brain Tumor Center, Erasmus MC University Medical Centre Rotterdam, Rotterdam, Netherlands
93Department of Neurology, Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, Netherlands
94Department of Pathology, Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, Netherlands
95Biomedical Imaging Group Rotterdam, Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Centre Rotterdam, Rotterdam, Netherlands
96Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY USA
97NORLUX Neuro-Oncology Laboratory, Department of Cancer Research, Luxembourg Institute of Health, Luxembourg, Luxembourg
98Translation Radiomics, Department of Cancer Research, Luxembourg Institute of Health, Luxembourg, Luxembourg
99Luxembourg Center of Neuropathology, Laboratoire National De Santé, Luxembourg, Luxembourg
100Department of Computer Science, Université de Sherbrooke, Sherbrooke, QC Canada
101Centre de Recherche du Centre Hospitalière Universitaire de Sherbrooke, Sherbrooke, QC Canada
102Division of Neurosurgery and Neuro-Oncology, Faculty of Medicine and Health Science, Université de Sherbrooke, Sherbrooke, QC Canada
103Department of Nuclear Medicine and Radiobiology, Sherbrooke Molecular Imaging Centre, Université de Sherbrooke, Sherbrooke, QC Canada
104Electrical and Computer Engineering, Vanderbilt University, Nashville, TN USA
105Department of Computer Science, Vanderbilt University, Nashville, TN USA
106Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN USA
107Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC USA
108Division of Neuroradiology & Neurointerventional Radiology, Department of Radiology, MedStar Georgetown University Hospital, Washington, DC USA
109School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
110Department of Neuroradiology, Ruskin Wing, King’s College Hospital NHS Foundation Trust, London, UK
111Stoke Mandeville Hospital, Mandeville Road, Aylesbury, UK
112Department of Biomedical and Molecular Sciences, Queen’s University, Kingston, ON Canada
113Neosoma Inc., Groton, MA USA
114University of Cairo School of Medicine, Giza, Egypt
115University of Bern, Bern, Switzerland
116Department of Radiology, Asan Medical Center, Seoul, South Korea
117The Clatterbridge Cancer Centre NHS Foundation Trust Pembroke Place, Liverpool, UK
118Department of Radiology, University of Washington, Seattle, WA USA
119Netherlands Cancer Institute, Amsterdam, Netherlands
120Department of Radiology, Netherlands Cancer Institute, Amsterdam, Netherlands
121GROW School of Oncology and Developmental Biology, Maastricht, Netherlands
122Clínica Imbanaco Grupo Quirón Salud, Cali, Colombia
123Universidad del Valle, Cali, Colombia
124The University of Edinburgh, Edinburgh, UK
125Department of Industrial and Systems Engineering, University of Iowa, Iowa, USA
126Department of Industrial and Systems Engineering, Department of Radiation Oncology, University of Iowa, Iowa City, IA USA
127Department of Radiation Oncology, University of Iowa, Iowa City, IA USA
128MD Anderson Cancer Center, University of Texas, Houston, TX USA
129Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
130Department of Neurology, Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich, Switzerland
131Department of Neuroradiology, Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich, Switzerland
132University of Alabama in Birmingham, Birmingham, AL USA
133Department of Biomedical Informatics, Stony Brook University, Stony Brook, New York, USA
134Department of Radiation Oncology, Stony Brook University, Stony Brook, NY USA
135Department of Radiology, Stony Brook University, Stony Brook, NY USA
136Scientific Data Group, Oak Ridge National Laboratory, Oak Ridge, TN USA
137Escuela Superior Politecnica del Litoral, Guayaquil, Guayas Ecuador
138Sociedad de Lucha Contral el Cancer - SOLCA, Guayaquil Ecuador, Guayaquil, Ecuador
139Universidad Católica de Cuenca, Cuenca, Ecuador
140Universidad de Concepción, Concepción, Biobío Chile
141School of Electronic Engineering and Computer Science, Queen Mary University of London, London, UK
142Department of Radiology, University College Hospital Ibadan, Oyo, Nigeria
143Clinix Healthcare, Lagos, Lagos, Nigeria
144Department of Radiology, Muhammad Abdullahi Wase Teaching Hospital, Kano, Nigeria
145Department of Radiology, Obafemi Awolowo University Ile-Ife, Ile-Ife, Osun Nigeria
146Center for Global Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA USA
147School of Computing, Queen’s University, Kingston, ON Canada
148Department of Electrical Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran
149The Faculty of Arts & Sciences, Queen’s University, Kingston, ON Canada
150Department of Oncology, Queen’s University, Kingston, ON Canada
151Center for Research and Innovation, American College of Radiology, Philadelphia, PA USA
152Data Science Institute, American College of Radiology, Reston, VA USA
153Center for Biomedical Informatics and Information Technology, National Cancer Institute (NCI), National Institute of Health, Bethesda, MD USA