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HST.952 计算生物医学科学家

HST.952 Computing for Biomedical Scientists
课程网址: http://ocw.mit.edu/courses/health-sciences-and-technology/hst-952...  
主讲教师: Dr. Omolola Ogunyemi ; Dr. Qing Zeng ; Dr. Aziz Boxwala
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:
本课程介绍抽象作为生物医学领域中问题分解和解决方案制定的重要机制,并研究生物医学数据的计算机表示、存储、检索和操作。作为课程的一部分,我们将简要地研究编程范式选择对问题解决方法的影响,并介绍数据结构和算法。我们还将研究用于捕获生物医学领域复杂性的知识表示方案以及用于高效存储和检索的数据建模原则。最后一个项目是建立一个医疗信息系统,包含课程中教授的不同概念。本课程第一部分所涵盖的计算机科学基础对于理解后一部分所涵盖的主题以及完成指定的家庭作业是不可或缺的。
课程简介: This course introduces abstraction as an important mechanism for problem decomposition and solution formulation in the biomedical domain, and examines computer representation, storage, retrieval, and manipulation of biomedical data. As part of the course, we will briefly examine the effect of programming paradigm choice on problem-solving approaches, and introduce data structures and algorithms. We will also examine knowledge representation schemes for capturing biomedical domain complexity and principles of data modeling for efficient storage and retrieval. The final project involves building a medical information system that encompasses the different concepts taught in the course. Computer science basics covered in the first part of the course are integral to understanding topics covered in the latter part, and for completing the assigned homework.
关 键 词: 生物医学; java; 计算机科学; 数据库
课程来源: 麻省理工学院公开课
最后编审: 2017-04-26:cmh
阅读次数: 40