数据分析基础数学概念讲解

常用概念解释
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      作为国家重点研发计划项目2021YFC2701905“智能管理系统在儿童肥胖与代谢综合征防治中的应用”的一个重要目标，我们构建了一个人工智能（AI）平台，用于监测、控制、预防和治疗中国儿童肥胖。可解释的机器学习算法被用来帮助医生识别影响超重和肥胖的因素，并做出循证决策。项目利益攸关方（如儿童、家长、医生和决策者）可以访问一个仪表板，该仪表板提供清晰直观的界面，以交互式分析大量信息。为确保所有利益攸关方都能从我们的工作中获益，我们将用中英文为不同理解水平的关键概念提供定义和说明。       As a key goal of the National Key R&D Program of China number 2021YFC2701905 “Application of Intelligent Management System for Prevention and Control of Obesity and Metabolic Syndrome in Children”, we built an artificial intelligence (AI) platform to monitor, control, prevent, and treat obesity among children in China. Interpretable machine learning algorithms are used to help doctors identify factors influencing overweight and obesity and make evidence-based decisions. Project stakeholders such as children, parents, medical doctors, and decision makers can access a dashboard which offers a clear and intuitive interface to analyze large quantities of information interactively. To ensure that all stakeholders can benefit from our work, we provide definitions and illustrations for key concepts at various levels of understanding in both Chinese and English.


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