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HST.582J / 6.555J / 16.456J 生物医学信号和图像处理

HST.582J / 6.555J / 16.456J Biomedical Signal and Image Processing
课程网址: http://ocw.mit.edu/courses/health-sciences-and-technology/hst-582...  
主讲教师: Dr. Gari Clifford; Dr. John Fisher; Dr. Julie Greenberg; Dr. William Wells
开课单位: 麻省理工学院
开课时间: 信息不详。欢迎您在右侧留言补充。
课程语种: 英语
中文简介:
本课程介绍数字信号处理的基本原理,特别强调生物医学研究和临床医学中的问题。它涵盖了处理确定性和随机信号的原理和算法。主题包括数据采集、成像、过滤、编码、特征提取和建模。本课程的重点是一系列实验室,提供处理生理数据的实践经验,包括心脏病学、语音处理和医学成像的例子。在电子教室每周进行的实验室课程中,实验室在Matlab®;中完成。课程包括与实验室练习相关的信号处理主题,以及实验室处理生物信号的背景知识。
课程简介: This course presents the fundamentals of digital signal processing with particular emphasis on problems in biomedical research and clinical medicine. It covers principles and algorithms for processing both deterministic and random signals. Topics include data acquisition, imaging, filtering, coding, feature extraction, and modeling. The focus of the course is a series of labs that provide practical experience in processing physiological data, with examples from cardiology, speech processing, and medical imaging. The labs are done in MATLAB® during weekly lab sessions that take place in an electronic classroom. Lectures cover signal processing topics relevant to the lab exercises, as well as background on the biological signals processed in the labs.
关 键 词: 信号处理; 医学; 生物信号; 诊断工具; 生理学; 心脏病学; 语音识别; 语音处理; 医学成像; 超声; 心电图; 傅里叶
课程来源: 麻省理工学院公开课
最后编审: 2017-04-19:cmh
阅读次数: 50