质量保证
计算机科学
多元统计
数据挖掘
人工智能
机器学习
医学
病理
外部质量评估
作者
Xiangxiang Cui,Xueying Yang,Dingjie Li,Xiangkun Dai,Yuexin Guo,Wei Zhang,Ying Li,X. Wu,Lihong Zhu,Shouping Xu,Hongqing Zhuang,Ruijie Yang,Lisheng Geng,Jing Sui
摘要
The field of artificial intelligence (AI)-based patient-specific quality assurance (PSQA) for volumetric modulated arc therapy (VMAT) faces challenges in terms of developing general models across institutions due to the prevalence of multi-institution data collection and multivariate heterogeneity. Building a general model that is capable of handling diverse multi-institution data is critical for enabling large-scale integration and analysis.
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