The ELIC Distributed Database and Computation Environment for Analyses of Lung Cancer Screening LDCTs Across the World

R. S. Avila,K. Krishnan, M. Wynes, C. Connolly, A. McWilliams,J. Logan, C. Henschke, D. Yankelevitz,U. Pastorino,R. Santos, B. Hochhegger, K. Ashizawa,T. Kobayashi, W. Rzyman, M. Jelitto-Gorska,J. Field,J. Mulshine, S. Lam

Journal of Thoracic Oncology(2022)

引用 0|浏览6
暂无评分
摘要
The rapid adoption of LDCT lung cancer screening throughout the world has resulted in a significant number of published reports providing important local findings from lung cancer screening studies. While these reports provide regional study/program performance information, a global resource to facilitate radiomics and AI research is currently not available. We report here on the recently deployed Early Lung Imaging Confederation (ELIC) database and computation infrastructure currently running on the AWS cloud and illustrates how this resource can be used for AI research.
更多
查看译文
关键词
LDCT, lung cancer screening, Federated database
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要