PMID- 37292481
OWN - NLM
STAT- PubMed-not-MEDLINE
LR  - 20240328
IS  - 2331-8422 (Electronic)
IS  - 2331-8422 (Linking)
DP  - 2024 Mar 8
TI  - The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics 
      (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs).
LID - arXiv:2305.17033v6
AB  - Pediatric tumors of the central nervous system are the most common cause of 
      cancer-related death in children. The five-year survival rate for high-grade 
      gliomas in children is less than 20%. Due to their rarity, the diagnosis of these 
      entities is often delayed, their treatment is mainly based on historic treatment 
      concepts, and clinical trials require multi-institutional collaborations. The 
      MICCAI Brain Tumor Segmentation (BraTS) Challenge is a landmark community 
      benchmark event with a successful history of 12 years of resource creation for 
      the segmentation and analysis of adult glioma. Here we present the 
      CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs 2023 challenge, which represents the 
      first BraTS challenge focused on pediatric brain tumors with data acquired across 
      multiple international consortia dedicated to pediatric neuro-oncology and 
      clinical trials. The BraTS-PEDs 2023 challenge focuses on benchmarking the 
      development of volumentric segmentation algorithms for pediatric brain glioma 
      through standardized quantitative performance evaluation metrics utilized across 
      the BraTS 2023 cluster of challenges. Models gaining knowledge from the 
      BraTS-PEDs multi-parametric structural MRI (mpMRI) training data will be 
      evaluated on separate validation and unseen test mpMRI dataof high-grade 
      pediatric glioma. The CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs 2023 challenge 
      brings together clinicians and AI/imaging scientists to lead to faster 
      development of automated segmentation techniques that could benefit clinical 
      trials, and ultimately the care of children with brain tumors.
FAU - Kazerooni, Anahita Fathi
AU  - Kazerooni AF
AUID- ORCID: 0000-0001-7131-2261
AD  - Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of 
      Philadelphia, Philadelphia, PA, USA.
AD  - Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA.
AD  - Center for AI & Data Science for Integrated Diagnostics (AI2D) and Center for 
      Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, 
      Philadelphia, PA, USA.
FAU - Khalili, Nastaran
AU  - Khalili N
AUID- ORCID: 0000-0001-8078-3591
AD  - Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of 
      Philadelphia, Philadelphia, PA, USA.
FAU - Liu, Xinyang
AU  - Liu X
AD  - Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National 
      Hospital, Washington DC, USA.
FAU - Haldar, Debanjan
AU  - Haldar D
AD  - Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of 
      Philadelphia, Philadelphia, PA, USA.
AD  - Department of Neurosurgery, Thomas Jefferson University Hospital, PA, USA.
FAU - Jiang, Zhifan
AU  - Jiang Z
AD  - Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National 
      Hospital, Washington DC, USA.
FAU - Anwar, Syed Muhammed
AU  - Anwar SM
AD  - Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National 
      Hospital, Washington DC, USA.
FAU - Albrecht, Jake
AU  - Albrecht J
AD  - Sage Bionetworks, USA.
FAU - Adewole, Maruf
AU  - Adewole M
AD  - Medical Artificial Intelligence (MAI) Lab, Crestview Radiology, Lagos, Nigeria.
FAU - Anazodo, Udunna
AU  - Anazodo U
AD  - Montreal Neurological Institute (MNI), McGill University, Montreal, QC, Canada.
FAU - Anderson, Hannah
AU  - Anderson H
AD  - Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of 
      Philadelphia, Philadelphia, PA, USA.
FAU - Bagheri, Sina
AU  - Bagheri S
AD  - Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of 
      Philadelphia, Philadelphia, PA, USA.
FAU - Baid, Ujjwal
AU  - Baid U
AUID- ORCID: 0000-0001-5246-2088
AD  - Center for AI & Data Science for Integrated Diagnostics (AI2D) and Center for 
      Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, 
      Philadelphia, PA, USA.
AD  - Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 
      Philadelphia, PA, USA.
AD  - Department of Pathology and Laboratory Medicine, Perelman School of Medicine, 
      University of Pennsylvania, Philadelphia, PA, USA.
FAU - Bergquist, Timothy
AU  - Bergquist T
AD  - Sage Bionetworks, USA.
FAU - Borja, Austin J
AU  - Borja AJ
AD  - Department of Neurosurgery at the University of Southern California, CA, USA.
FAU - Calabrese, Evan
AU  - Calabrese E
AD  - Department of Radiology, Duke University Medical Center, USA.
FAU - Chung, Verena
AU  - Chung V
AD  - Sage Bionetworks, USA.
FAU - Conte, Gian-Marco
AU  - Conte GM
AD  - Mayo Clinic, MN, USA.
FAU - Dako, Farouk
AU  - Dako F
AD  - Center for Global Health, Perelman School of Medicine, University of 
      Pennsylvania, Philadelphia, PA, USA.
FAU - Eddy, James
AU  - Eddy J
AD  - Sage Bionetworks, USA.
FAU - Ezhov, Ivan
AU  - Ezhov I
AD  - Department of Informatics, Technical University Munich, Germany.
AD  - TranslaTUM - Central Institute for Translational Cancer Research, Technical 
      University of Munich, Germany.
FAU - Familiar, Ariana
AU  - Familiar A
AD  - Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of 
      Philadelphia, Philadelphia, PA, USA.
FAU - Farahani, Keyvan
AU  - Farahani K
AD  - Cancer Imaging Program, National Cancer Institute, National Institutes of Health, 
      Bethesda, MD, USA.
FAU - Haldar, Shuvanjan
AU  - Haldar S
AD  - Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of 
      Philadelphia, Philadelphia, PA, USA.
AD  - Biomedical Engineering Rutgers University, New Brunswick, NJ, USA.
FAU - Iglesias, Juan Eugenio
AU  - Iglesias JE
AD  - Athinoula A Martinos Center for Biomedical Imaging, Massachusetts General 
      Hospital, Boston, MA, USA.
FAU - Janas, Anastasia
AU  - Janas A
AD  - Yale University, New Haven, CT, USA.
FAU - Johansen, Elaine
AU  - Johansen E
AD  - PrecisionFDA, U.S. Food and Drug Administration, Silver Spring, MD, USA.
FAU - Jones, Blaise V
AU  - Jones BV
AUID- ORCID: 0000-0001-9003-4578
AD  - Cincinnati Children's Hospital Medical Center.
FAU - Kofler, Florian
AU  - Kofler F
AD  - Helmholtz AI, Helmholtz Munich, Germany.
FAU - LaBella, Dominic
AU  - LaBella D
AD  - Department of Radiation Oncology, Duke University Medical Center, USA.
FAU - Lai, Hollie Anne
AU  - Lai HA
AUID- ORCID: 0000-0001-6747-7338
AD  - Department of Radiology, Children's Health Orange County, CA, USA.
FAU - Van Leemput, Koen
AU  - Van Leemput K
AD  - Department of Applied Mathematics and Computer Science, Technical University of 
      Denmark, Denmark.
FAU - Li, Hongwei Bran
AU  - Li HB
AD  - Athinoula A Martinos Center for Biomedical Imaging, Massachusetts General 
      Hospital, Boston, MA, USA.
FAU - Maleki, Nazanin
AU  - Maleki N
AD  - Yale University, New Haven, CT, USA.
FAU - McAllister, Aaron S
AU  - McAllister AS
AUID- ORCID: 0000-0002-1117-9355
AD  - Department of Radiology, Nationwide Children's Hospital, OH.
FAU - Meier, Zeke
AU  - Meier Z
AD  - Booz Allen Hamilton, McLean, VA, USA.
FAU - Menze, Bjoern
AU  - Menze B
AD  - Biomedical Image Analysis & Machine Learning, Department of Quantitative 
      Biomedicine, University of Zurich, Switzerland.
AD  - Department of Neuroradiology, Technical University of Munich, Munich, Germany.
FAU - Moawad, Ahmed W
AU  - Moawad AW
AD  - Mercy Catholic Medical Center, Darby, PA, USA.
FAU - Nandolia, Khanak K
AU  - Nandolia KK
AUID- ORCID: 0000-0002-8627-2992
AD  - Department of Diagnostic and Interventional Radiology, All India Institute of 
      Medical Sciences, Rishikesh, India.
FAU - Pavaine, Julija
AU  - Pavaine J
AUID- ORCID: 0000-0003-1843-837X
AD  - Department of Paediatric Radiology, Royal Manchester Children's Hospital, 
      Manchester University Hospitals NHS Foundation Trust, University of Manchester, 
      Manchester, UK.
AD  - Division of Informatics, Imaging & Data Sciences, School of Health Sciences, 
      Faculty of Biology, Medicine and Health, University of Manchester, Manchester 
      Academic Health Science Centre, Manchester, UK.
FAU - Piraud, Marie
AU  - Piraud M
AD  - Helmholtz AI, Helmholtz Munich, Germany.
FAU - Poussaint, Tina
AU  - Poussaint T
AD  - Dana-Farber Brigham Cancer Center & Boston Children's Hospital, Boston, MA, USA.
FAU - Prabhu, Sanjay P
AU  - Prabhu SP
AUID- ORCID: 0000-0003-0871-115X
AD  - Division of Neuroradiology, Department of Radiology, Boston Children's Hospital, 
      Harvard Medical School, Boston, Massachusetts, USA.
FAU - Reitman, Zachary
AU  - Reitman Z
AD  - Department of Radiation Oncology, Duke University Medical Center, USA.
FAU - Rodriguez, Andres
AU  - Rodriguez A
AUID- ORCID: 0000-0002-5366-5351
AD  - Department of Diagnostic & Interventional Imaging, Neuroradiology section. The 
      University of Texas Health Sciences Center at Houston.
FAU - Rudie, Jeffrey D
AU  - Rudie JD
AUID- ORCID: 0000-0000-0000-0000
AD  - University of California, San Diego, CA, USA.
FAU - Sanchez-Montano, Mariana
AU  - Sanchez-Montano M
AUID- ORCID: 0000-0002-9203-1060
AD  - UNIDAD DE PATOLOGIA CLINICA: Guadalajara, JALISCO, Mexico.
FAU - Shaikh, Ibraheem Salman
AU  - Shaikh IS
AUID- ORCID: 0000-0002-5994-997
AD  - Beth Israel Deaconess Medical Center, Harvard Medical School, MA, USA.
FAU - Shah, Lubdha M
AU  - Shah LM
AUID- ORCID: 0000-0003-1303-3533
AD  - University of Utah, UT, USA.
FAU - Sheth, Nakul
AU  - Sheth N
AD  - Department of Radiology, The Children's Hospital of Philadelphia, PA, USA.
FAU - Shinohara, Russel Taki
AU  - Shinohara RT
AD  - Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, 
      Philadelphia, USA.
FAU - Tu, Wenxin
AU  - Tu W
AUID- ORCID: 0000-0003-3649-2994
AD  - College of Arts and Sciences, University of Pennsylvania, PA, USA.
FAU - Viswanathan, Karthik
AU  - Viswanathan K
AD  - Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of 
      Philadelphia, Philadelphia, PA, USA.
FAU - Wang, Chunhao
AU  - Wang C
AD  - Department of Radiation Oncology, Duke University Medical Center, USA.
FAU - Ware, Jeffrey B
AU  - Ware JB
AD  - Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 
      Philadelphia, PA, USA.
FAU - Wiestler, Benedikt
AU  - Wiestler B
AD  - Department of Neuroradiology, Technical University of Munich, Munich, Germany.
FAU - Wiggins, Walter
AU  - Wiggins W
AD  - Department of Radiology, Duke University Medical Center, USA.
FAU - Zapaishchykova, Anna
AU  - Zapaishchykova A
AD  - Dana-Farber Brigham Cancer Center & Boston Children's Hospital, Boston, MA, USA.
FAU - Aboian, Mariam
AU  - Aboian M
AUID- ORCID: 0000-0002-4877-8271
AD  - Yale University, New Haven, CT, USA.
FAU - Bornhorst, Miriam
AU  - Bornhorst M
AUID- ORCID: 0000-0000-0000-0000
AD  - Brain Tumor Institute, Children's National Hospital, Washington, DC, USA.
FAU - de Blank, Peter
AU  - de Blank P
AD  - Brain Tumor Center, Cincinnati Children's Hospital, Cincinnati, OH, USA.
FAU - Deutsch, Michelle
AU  - Deutsch M
AD  - Pediatric Neuro-Oncology Program, Nationwide Children's Hospital, Columbus, OH, 
      US.
FAU - Fouladi, Maryam
AU  - Fouladi M
AD  - Pediatric Neuro-Oncology Program, Nationwide Children's Hospital, Columbus, OH, 
      US.
FAU - Hoffman, Lindsey
AU  - Hoffman L
AD  - Center for Cancer and Blood Disorders, Phoenix Children's Hospital, Phoenix, AZ, 
      US.
FAU - Kann, Benjamin
AU  - Kann B
AD  - Dana-Farber Brigham Cancer Center & Boston Children's Hospital, Boston, MA, USA.
FAU - Lazow, Margot
AU  - Lazow M
AD  - Pediatric Neuro-Oncology Program, Nationwide Children's Hospital, Columbus, OH, 
      US.
FAU - Mikael, Leonie
AU  - Mikael L
AD  - Pediatric Neuro-Oncology Program, Nationwide Children's Hospital, Columbus, OH, 
      US.
FAU - Nabavizadeh, Ali
AU  - Nabavizadeh A
AUID- ORCID: 0000-0002-0380-4552
AD  - Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of 
      Philadelphia, Philadelphia, PA, USA.
AD  - Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 
      Philadelphia, PA, USA.
FAU - Packer, Roger
AU  - Packer R
AD  - Brain Tumor Institute, Children's National Hospital, Washington, DC, USA.
FAU - Resnick, Adam
AU  - Resnick A
AUID- ORCID: 0000-0003-0436-4189
AD  - Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of 
      Philadelphia, Philadelphia, PA, USA.
AD  - Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA.
FAU - Rood, Brian
AU  - Rood B
AD  - Center for Cancer and Blood Disorders, Children's National Hospital, Washington, 
      DC, USA.
FAU - Vossough, Arastoo
AU  - Vossough A
AUID- ORCID: 0000-0003-1346-427X
AD  - Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of 
      Philadelphia, Philadelphia, PA, USA.
AD  - Mercy Catholic Medical Center, Darby, PA, USA.
FAU - Bakas, Spyridon
AU  - Bakas S
AUID- ORCID: 0000-0001-8734-6482
AD  - Center for AI & Data Science for Integrated Diagnostics (AI2D) and Center for 
      Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, 
      Philadelphia, PA, USA.
AD  - Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 
      Philadelphia, PA, USA.
AD  - Department of Pathology and Laboratory Medicine, Perelman School of Medicine, 
      University of Pennsylvania, Philadelphia, PA, USA.
FAU - Linguraru, Marius George
AU  - Linguraru MG
AUID- ORCID: 0000-0001-6175-8665
AD  - Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National 
      Hospital, Washington DC, USA.
AD  - Departments of Radiology and Pediatrics, George Washington University School of 
      Medicine and Health Sciences, Washington, DC, USA.
LA  - eng
GR  - U01 CA242871/CA/NCI NIH HHS/United States
GR  - UH3 CA236536/CA/NCI NIH HHS/United States
PT  - Preprint
DEP - 20240308
PL  - United States
TA  - ArXiv
JT  - ArXiv
JID - 101759493
PMC - PMC10246083
OTO - NOTNLM
OT  - AI
OT  - BraTS
OT  - BraTS-PEDs
OT  - artificial intelligence
OT  - brain
OT  - challenge
OT  - deep learning
OT  - machine learning
OT  - pediatric
OT  - segmentation
OT  - tumor
OT  - volume
EDAT- 2023/06/09 06:42
MHDA- 2023/06/09 06:43
PMCR- 2024/03/08
CRDT- 2023/06/09 04:23
PHST- 2023/06/09 06:42 [pubmed]
PHST- 2023/06/09 06:43 [medline]
PHST- 2023/06/09 04:23 [entrez]
PHST- 2024/03/08 00:00 [pmc-release]
AID - 2305.17033 [pii]
PST - epublish
SO  - ArXiv [Preprint]. 2024 Mar 8:arXiv:2305.17033v6.