基于大数据分析技术的精准医疗应用综述

Review of Precision Medical Application Based on Big Data Analysis Technology

精准医疗是数据驱动的新型医疗模式,其临床应用需要健康医疗大数据分析技术的支撑。在对机器学习、深度学习技术进行概述的基础上,从疾病的精准预防、诊断、治疗和健康管理等方面,对健康医疗大数据分析在精准医疗中的应用进行探讨,以明确健康医疗大数据分析技术的具体应用领域和发挥作用途径。研究结果对夯实精准医疗发展与应用基础、提升基于大数据分析技术的精准医疗服务效率与质量,具有重要的信息参考作用。

Precision medicine is a new data-driven medical model,and its clinical application needs the support of health and medical big data analysis technology.In order to clarify the specific application fields and functioning pathways of medical big data analysis technology,from the aspects of precise prevention,diagnosis,treatment and health management of diseases,the present study investigated the application of health and medical big data analysis in precision medicine based on an overview of machine learning and deep learning technology.The findings have an important information reference role for consolidating the development and implementation of precision medicine,and improving the efficiency and quality of precision medical services based on big data analysis technology.