BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023

Anahita Fathi Kazerooni¹, Nastaran Khalili¹, Xinyang Liu², Debanjan Haldar³, Zhifan Jiang², Anna Zapaishchykova⁴, Julija Pavaine⁵, Lubdha M. Shah⁶, Blaise V. Jones⁷, Nakul Sheth⁸, Sanjay P. Prabhu⁹, Aaron S. McAllister¹⁰, Wenxin Tu¹¹, Khanak K. Nandolia¹², Andres F. Rodriguez¹³, Ibraheem Salman Shaikh¹⁴, Mariana Sanchez-Montano¹⁵, Hollie Anne Lai¹⁶, Maruf Adewole¹⁷, Jake Albrecht¹⁸, Udunna Anazodo¹⁹, Hannah Anderson²⁰, Syed Muhammed Anwar², Alejandro Aristizabal²¹, Sina Bagheri²⁰, Ujjwal Baid²², Timothy Bergquist¹⁸, Austin J. Borja²³, Evan Calabrese²⁴, Verena Chung¹⁸, Gian-Marco Conte²⁵, James Eddy¹⁸, Ivan Ezhov²⁶, Ariana M. Familiar¹, Keyvan Farahani²⁷, Deep Gandhi¹, Anurag Gottipati¹, Shuvanjan Haldar²⁸, Juan Eugenio Iglesias²⁹, Anastasia Janas³⁰, Elaine Elaine³¹, Alexandros Karargyris²¹, Hasan Kassem²¹, Neda Khalili¹, Florian Kofler³², Dominic LaBella³³, Koen Van Leemput³⁴, Hongwei B. Li³⁵, Nazanin Maleki³⁰, Zeke Meier³⁶, Bjoern Menze³⁷, Ahmed W. Moawad³⁸, Sarthak Pati²¹, Marie Piraud³², Tina Poussaint⁴, Zachary J. Reitman³³, Jeffrey D. Rudie³⁹, Rachit Saluja⁴⁰, MIcah Sheller²¹, Russell Takeshi Shinohara⁴¹, Karthik Viswanathan¹, Chunhao Wang³³, Benedikt Wiestler⁴², Walter F. Wiggins⁴³, Christos Davatzikos⁴⁴, Phillip B. Storm¹, Miriam Bornhorst⁴⁵, Roger Packer⁴⁵, Trent Hummel⁴⁶, Peter de Blank⁴⁶, Lindsey Hoffman⁴⁷, Mariam Aboian⁸, Ali Nabavizadeh¹, Jeffrey B. Ware¹, Benjamin H. Kann⁴, Brian Rood⁴⁸, Adam Resnick¹, Spyridon Bakas²², Arastoo Vossough⁸, Marius George Linguraru²

1: Center for Data-Driven Discovery in Biomedicine (D3b), The Children’s Hospital of Philadelphia, PA, USA, 2: Sheikh Zayed Institute for Pediatric Surgical Innovation, Children’s National Hospital, Washington DC, USA, 3: Department of Neurosurgery, Thomas Jefferson University Hospital, PA, USA, 4: Dana-Farber Brigham Cancer Center & Boston Children’s Hospital, Boston, MA, USA, 5: Department of Paediatric Radiology, Royal Manchester Children’s Hospital, Manchester University Hospitals NHS Foundation Trust, University of Manchester, Manchester, UK, 6: University of Utah, UT, USA, 7: Cincinnati Children’s Hospital Medical Center, OH, USA, 8: Department of Radiology, The Children’s Hospital of Philadelphia, PA, USA, 9: Division of Neuroradiology, Department of Radiology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA, 10: Department of Radiology, Nationwide Children’s Hospital, OH, USA, 11: College of Arts and Sciences, University of Pennsylvania, PA, USA, 12: Department of Diagnostic and Interventional Radiology, All India Institute of Medical Sciences, Rishikesh, India, 13: Department of Diagnostic & Interventional Imaging, Neuroradiology section, The University of Texas Health at Houston, Texas, USA, 14: Beth Israel Deaconess Medical Center, Harvard Medical School, MA, USA, 15: UNIDAD DE PATOLOGIA CLINICA:Guadalajara, JALISCO, Mexico, 16: Department of Radiology, Children’s Health Orange County, CA, USA, 17: Medical Artificial Intelligence (MAI) Lab, Crestview Radiology, Lagos, Nigeria, 18: Sage Bionetworks, USA, 19: Montreal Neurological Institute (MNI), McGill University, Montreal, QC, Canada, 20: Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA, 21: MLCommons, USA, 22: Division of Computational Pathology, Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA, 23: Department of Neurosurgery at the University of Southern California, CA, USA, 24: Department of Radiology, Duke University Medical Center, Durham, NC, USA, 25: Mayo Clinic, MN, USA, 26: Department of Informatics, Technical University Munich, Germany, 27: National Cancer Institute, National Institutes of Health, Bethesda, MD, USA, 28: Biomedical Engineering Rutgers University, New Brunswick, NJ, USA, 29: Athinoula A Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA, 30: Yale University, New Haven, CT, USA, 31: PrecisionFDA, U.S. Food and Drug Administration, Silver Spring, MD, USA, 32: Helmholtz AI, Helmholtz Munich, Germany, 33: Department of Radiation Oncology, Duke University Medical Center, Durham, NC, USA, 34: Department of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark, 35: Athinoula A Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA, 36: Booz Allen Hamilton, McLean, VA, USA, 37: Biomedical Image Analysis & Machine Learning, Department of Quantitative Biomedicine, University of Zurich, Switzerland, 38: Mercy Catholic Medical Center, Darby, PA, USA, 39: University of San Diego, CA, USA, 40: Cornell University, Ithaca, NY, USA, 41: Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA, USA, 42: Department of Neuroradiology, Technical University of Munich, Munich, Germany, 43: Greensboro Radiology, Greensboro, NC, USA, 44: Center for AI and Data Science for Integrated Diagnostics (AI2D) & Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA, 45: Brain Tumor Institute, Children’s National Hospital, Washington, DC, USA, 46: Brain Tumor Center, Cincinnati Children’s Hospital, Cincinnati, OH, USA, 47: Center for Cancer and Blood Disorders, Phoenix Children’s Hospital, Phoenix, AZ, US, 48: Center for Cancer and Blood Disorders, Children’s National Hospital, Washington, DC, USA

Publication date: 2025/06/26

https://doi.org/10.59275/j.melba.2025-f6fg