Principles of Machine Learning in Medicine

5 ECTS credits, Academic Year 2022-2023, 080930S
In this course students will become familiar with commonly used machine learning techniques as well as their utilization in medical data analyses.

Enrollment

Enrollment period

-

Mode of delivery

Web-Based Studies

Course study period

-

Price

0 €

Education information

This course is part of a study module:

In this course students will become familiar with commonly used machine learning techniques as well as their utilization in medical data analyses.

- Introduction to Machine Learning

- Review of Machine Learning Mathematics 

- Classical Machine Learning Algorithms

- Principles of Machine Learning in Medicine

- Tree Learners and Ensemble Models

- Unsupervised Machine Learning

 

Education format

Continuous learning
Continuing training
Separate study right

Semester

Academic Year 2022-2023

Field of study

Natural sciences, mathematics and statistics
Information and Communication Technologies (ICTs)
Engineering, manufacturing and construction
Medicine, dental and pharmacy
Health and welfare

Discipline

-

Teaching language

English

Course organiser

University of Oulu

Location

online

Maximum participants

100

Prerequisities and co-requisites

Basic understanding of mathematics and statistics is beneficial. No previous experience in programming is required.

Contact information

More information and contact information

Tuomas Frondelius, juha.frondelius@oulu.fi
Santeri Rytky, santeri.rytky@oulu.fi
Last updated: 21.9.2022