학술논문
The Brain Tumor Segmentation in Pediatrics (BraTS-PEDs) Challenge: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)
Document Type
Working Paper
Author
Kazerooni, Anahita Fathi; Khalili, Nastaran; Gandhi, Deep; Liu, Xinyang; Jiang, Zhifan; Anwar, Syed Muhammed; Albrecht, Jake; Adewole, Maruf; Anazodo, Udunna; Anderson, Hannah; Bagheri, Sina; Baid, Ujjwal; Bergquist, Timothy; Borja, Austin J.; Calabrese, Evan; Chung, Verena; Conte, Gian-Marco; Dako, Farouk; Eddy, James; Ezhov, Ivan; Familiar, Ariana; Farahani, Keyvan; Gottipati, Anurag; Haldar, Debanjan; Haldar, Shuvanjan; Iglesias, Juan Eugenio; Janas, Anastasia; Johansen, Elaine; Jones, Blaise V; Khalili, Neda; Kofler, Florian; LaBella, Dominic; Lai, Hollie Anne; Van Leemput, Koen; Li, Hongwei Bran; Maleki, Nazanin; McAllister, Aaron S; Meier, Zeke; Menze, Bjoern; Moawad, Ahmed W; Nandolia, Khanak K; Pavaine, Julija; Piraud, Marie; Poussaint, Tina; Prabhu, Sanjay P; Reitman, Zachary; Rodriguez, Andres; Rudie, Jeffrey D; Sanchez-Montano, Mariana; Shaikh, Ibraheem Salman; Shah, Lubdha M.; Sheth, Nakul; Shinohara, Russel Taki; Tu, Wenxin; Viswanathan, Karthik; Wang, Chunhao; Ware, Jeffrey B; Wiestler, Benedikt; Wiggins, Walter; Zapaishchykova, Anna; Aboian, Mariam; Bornhorst, Miriam; de Blank, Peter; Deutsch, Michelle; Fouladi, Maryam; Hoffman, Lindsey; Kann, Benjamin; Lazow, Margot; Mikael, Leonie; Nabavizadeh, Ali; Packer, Roger; Bakas, Spyridon; Resnick, Adam; Rood, Brian; Vossough, Arastoo; Linguraru, Marius George
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Subject
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Abstract
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.
Comment: arXiv admin note: substantial text overlap with arXiv:2305.17033
Comment: arXiv admin note: substantial text overlap with arXiv:2305.17033