MSE Research Project Database

Time series in medical datasets


Project Leader: Goce Ristanoski
Staff: Uwe Aickelin
Primary Contact: Goce Ristanoski (gri@unimelb.edu.au)
Keywords: data mining; machine learning
Disciplines: Computing and Information Systems
Domains:

The use of machine learning via data science practices in the medical field has been gaining quite a momentum in the recent years. With more standardised libraries in Python and R, the work in data science areas is more organised and systematic. Machine learning has been applied in several ways, one of which is the analysis of time series. This project will be a research project, focusing on development of time series models, working with medical datasets. The work may also include use of Big Data platforms (AWS or Azure).

Expected background: programming in R/Python, strong knowledge of machine learning.