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University of Glasgow

Data Mining of Clinical Databases

This course will introduce MIMIC-III, which is the largest publicly Electronic Health Record (EHR) database available to benchmark machine learning algorithms. In particular, you will learn about the design of this relational database, what tools are available to query, extract and visualise descriptive analytics. The schema and International Classification of Diseases coding is important to understand how to map research questions to data and how to extract key clinical outcomes in order to develop clinically useful machine learning algorithms.

状态:Clinical Informatics
状态:Electronic Medical Record System
中级课程小时

精选评论

KD

5.0评论日期:Jul 19, 2023

This is a great learning curve to properly introduce me into data analysis, and machine learning in healthcare data

DA

5.0评论日期:Aug 2, 2022

This course is highly informative and practical-oriented. It has increased my desire in the clinical data analytics field

所有审阅

显示:4/4

Alberto Valdez Quinto
5.0
评论日期:Dec 31, 2022
Damilola Akindayo
5.0
评论日期:Aug 3, 2022
Kayode Daniel
5.0
评论日期:Jul 20, 2023
Colin Harvey
1.0
评论日期:Feb 27, 2025