The Brain Tumor Segmentation in Pediatrics (BraTS-PEDs) Challenge: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)

Anahita Fathi Kazerooni,Nastaran Khalili,Deep Gandhi,Xinyang Liu,Zhifan Jiang,Syed Muhammed Anwar,Jake Albrecht,Maruf Adewole,Udunna Anazodo,Hannah Anderson,Sina Bagheri,Ujjwal Baid,Timothy Bergquist,Austin J. Borja,Evan Calabrese,Verena Chung,Gian-Marco Conte,Farouk Dako,James Eddy,Ivan Ezhov,Ariana Familiar,Keyvan Farahani,Anurag Gottipati,Debanjan Haldar,Shuvanjan Haldar,Juan Eugenio Iglesias,Anastasia Janas,Elaine Johansen,Blaise V Jones,Neda Khalili,Florian Kofler,Dominic LaBella,Hollie Anne Lai,Koen Van Leemput,Hongwei Bran Li,Nazanin Maleki,Aaron S McAllister,Zeke Meier,Bjoern Menze,Ahmed W Moawad,Khanak K Nandolia,Julija Pavaine,Marie Piraud,Tina Poussaint,Sanjay P Prabhu,Zachary Reitman,Andres Rodriguez,Jeffrey D Rudie,Mariana Sanchez-Montano,Ibraheem Salman Shaikh,Lubdha M. Shah,Nakul Sheth,Russel Taki Shinohara,Wenxin Tu,Karthik Viswanathan,Chunhao Wang,Jeffrey B Ware,Benedikt Wiestler,Walter Wiggins,Anna Zapaishchykova,Mariam Aboian,Miriam Bornhorst,Peter de Blank,Michelle Deutsch,Maryam Fouladi,Lindsey Hoffman,Benjamin Kann,Margot Lazow,Leonie Mikael,Ali Nabavizadeh,Roger Packer,Spyridon Bakas,Adam Resnick,Brian Rood,Arastoo Vossough,Marius George Linguraru

from arxiv, arXiv admin note: substantial text overlap with arXiv:2305.17033

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. Here we present the CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs challenge, focused on pediatric brain tumors with data acquired across multiple international consortia dedicated to pediatric neuro-oncology and clinical trials. The CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs 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.

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