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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.

Status: Clinical Research
Status: Medical Records
IntermediateCourse21 hours

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Showing: 4 of 4

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