Mobile Healthcare technologies for patients and providers

Mobile Healthcare technologies for patients and providers

课程
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英语
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来源
  • 来自www.coursera.org
状况
  • 自定进度
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课程详情

教学大纲

This course intends to provide senior undergraduate and entry-level graduate students an introduction to Biomedical and Health Informatics (BHI) that covers: (1) informatics needs driven by Big Data generated from current biomedicine and health care (e.g., cancer, cardiovascular disease, aging population, etc.); (2) informatics challenges and common methodologies; and (3) progress made in BHI and opportunities.  

Health monitoring involves sensing, personal health records, and clinical decision making. The typical clinical process includes disease screening/diagnosis, treatment, and prognosis.  Using examples from chronic condition monitoring and clinical care, this course reviews the typical flow of clinical information, which includes the following steps: (1) data acquisition, storage, and curation; (2) data analysis, mining, and visualization; (3) modeling; (4) decision support; and (5) delivery (point-of-care access). Various introductory topics in bioinformatics, imaging informatics, and health informatics are organized as below:

  • Review of Basic Knowledge in Biostatistics, Machine Learning and Data Mining, Visualization, and Decision Support
  • High-Throughput –omic Informatics and Next-Generation Sequencing (NGS)
  •  Molecular and Cellular Imaging Informatics for Next-Generation Pathology (NGP)
  • Mobile Health and Health Informatics
  • Modeling for Systems Biology and Medicine

先决条件

没有。

讲师

  • May Wang - Wallace H. Coulter Department of Biomedical Engineering
  • - Georgia Tech Professional Education

编辑

佐治亚理工学院(Georgia Institute of Technology),又称佐治亚理工学院或 GT,是一所位于美国佐治亚州亚特兰大市的男女同校公立研究型大学。它是佐治亚大学系统网络的一部分。佐治亚理工学院在萨凡纳(美国佐治亚州)、梅斯(法国)、阿斯隆(爱尔兰)、上海(中国)和新加坡设有办事处。

佐治亚理工学院的工程和计算机科学课程在世界上名列前茅5,6 ,声誉卓著。此外,佐治亚理工学院还开设了科学、建筑、人文和管理课程。

平台

Coursera是一家数字公司,提供由位于加利福尼亚州山景城的计算机教师Andrew Ng和达芙妮科勒斯坦福大学创建的大型开放式在线课程。

Coursera与顶尖大学和组织合作,在线提供一些课程,并提供许多科目的课程,包括:物理,工程,人文,医学,生物学,社会科学,数学,商业,计算机科学,数字营销,数据科学 和其他科目。

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