医学大数据 (王文锦)BMEB3312024春 2023春  
2024春 2023春
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选课类别:专业任务 教学语言:英文
课程类别:专业核心课 开课单位:生物医学工程系
课程层次:本科 获得学分:3.0
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课程简介(教工部数据)
本课程介绍医学健康数据处理的理论、方法和前沿进展。实践课将通过嵌入式编程强化学生对理论的掌握和应用。课程要求学生独立研发一套的智能健康监测系统以训练其专业核心能力。理论课将介绍视频传感器和嵌入式芯片,信号和图像处理的原理和方法,机器视觉中和人体健康监测相关的经典问题,人体生理系统和光学监测生理信息的原理,多维生理参数监测及健康语义识别的经典算法。通过本课程的学习和项目实践,学生将掌握医学健康数据处理的基本原理和具体方法,掌握构建嵌入式智能系统的核心技能,为智能医学工程的科研奠定基础。


The lecture will focus on the fundamentals, methods and recent advances of data processing related to health informatics. The practice part will strengthen students’ capabilities in applying the learned theories by embedded programming. The course demands the students to develop an intelligent health monitoring system on an embedded chip independently, building up their core competence such as signal and image processing, machine learning and C/C++ programming. The lecture will introduce the basics of camera sensors and embedded systems, signal and image processing, classical methods in machine vision that are related to health monitoring, fundamentals of human physiology and optics, and classical algorithms in physiological measurement and semantics. Students will master the principles and major approaches in health-related data processing, be familiar with the construction of embedded intelligent system, and establish a solid basis for research in the future.
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王文锦

生物医学工程系

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