RSNA-ASNR-MICCAI BraTS 2021 脑肿瘤分割与放射基因组学分类基准
计算机视觉与模式识别
2021-09-14 v2
摘要
BraTS 2021 挑战赛迎来其十周年,由北美放射学会(RSNA)、美国神经放射学会(ASNR)和医学图像计算与计算机辅助干预(MICCAI)学会联合组织。自创办以来,BraTS 一直致力于成为脑胶质瘤分割算法的通用基准平台,拥有精心整理的多机构多参数磁共振成像(mpMRI)数据。胶质瘤是中枢神经系统最常见的原发性恶性肿瘤,其侵袭性与预后程度各异。RSNA-ASNR-MICCAI BraTS 2021 挑战赛旨在评估计算算法在 2,040 名患者的术前基线 mpMRI 数据中对相同肿瘤分区的勾画以及潜在肿瘤分子特征刻画的能力。具体而言,BraTS 2021 关注的两项任务是:a) 组织学上不同的脑肿瘤子区域的分割,以及 b) 肿瘤 O[6]-甲基鸟嘌呤-DNA 甲基转移酶(MGMT)启动子甲基化状态的分类。BraTS 2021 中所有参赛算法的性能评估将通过 Sage Bionetworks Synapse 平台(任务1)和 Kaggle(任务2)进行,并最终向排名靠前的参与者总计颁发 60,000 美元的奖金。
引用
@article{arxiv.2107.02314,
title = {The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification},
author = {Ujjwal Baid and Satyam Ghodasara and Suyash Mohan and Michel Bilello and Evan Calabrese and Errol Colak and Keyvan Farahani and Jayashree Kalpathy-Cramer and Felipe C. Kitamura and Sarthak Pati and Luciano M. Prevedello and Jeffrey D. Rudie and Chiharu Sako and Russell T. Shinohara and Timothy Bergquist and Rong Chai and James Eddy and Julia Elliott and Walter Reade and Thomas Schaffter and Thomas Yu and Jiaxin Zheng and Ahmed W. Moawad and Luiz Otavio Coelho and Olivia McDonnell and Elka Miller and Fanny E. Moron and Mark C. Oswood and Robert Y. Shih and Loizos Siakallis and Yulia Bronstein and James R. Mason and Anthony F. Miller and Gagandeep Choudhary and Aanchal Agarwal and Cristina H. Besada and Jamal J. Derakhshan and Mariana C. Diogo and Daniel D. Do-Dai and Luciano Farage and John L. Go and Mohiuddin Hadi and Virginia B. Hill and Michael Iv and David Joyner and Christie Lincoln and Eyal Lotan and Asako Miyakoshi and Mariana Sanchez-Montano and Jaya Nath and Xuan V. Nguyen and Manal Nicolas-Jilwan and Johanna Ortiz Jimenez and Kerem Ozturk and Bojan D. Petrovic and Chintan Shah and Lubdha M. Shah and Manas Sharma and Onur Simsek and Achint K. Singh and Salil Soman and Volodymyr Statsevych and Brent D. Weinberg and Robert J. Young and Ichiro Ikuta and Amit K. Agarwal and Sword C. Cambron and Richard Silbergleit and Alexandru Dusoi and Alida A. Postma and Laurent Letourneau-Guillon and Gloria J. Guzman Perez-Carrillo and Atin Saha and Neetu Soni and Greg Zaharchuk and Vahe M. Zohrabian and Yingming Chen and Milos M. Cekic and Akm Rahman and Juan E. Small and Varun Sethi and Christos Davatzikos and John Mongan and Christopher Hess and Soonmee Cha and Javier Villanueva-Meyer and John B. Freymann and Justin S. Kirby and Benedikt Wiestler and Priscila Crivellaro and Rivka R. Colen and Aikaterini Kotrotsou and Daniel Marcus and Mikhail Milchenko and Arash Nazeri and Hassan Fathallah-Shaykh and Roland Wiest and Andras Jakab and Marc-Andre Weber and Abhishek Mahajan and Bjoern Menze and Adam E. Flanders and Spyridon Bakas},
journal= {arXiv preprint arXiv:2107.02314},
year = {2021}
}
备注
19 pages, 2 figures, 1 table