Stellenbosch University
MedLab AI

DATA SCIENCE AND ARTIFICIAL INTELLIGENCE

OUR MISSION

We bring advancements in Data Science and Machine Learning to the Research Community


LEARNING

EDUCATIONAL RESOURCES


Education is one of the main aims of MedLab AI. We believe that healthcare professionals should become data professionals. This is the digital age. The ability to extract knowledge and information from large datasets becomes more important everyday.

MedLab AI provides a large number of video tutorials and code files. Follow the link in the navigation bar drop down list under Educational Resources or view our full Data Science with Python Course also listed on the top menu bar.

Find a growing set of resources particularly aimed at the mathematics used in Data Science.

CODE

RESEARCH SOFTWARE ENGINEERING


RSE Groups provide support to researchers (and external clients) with services ranging from training, consultancy, and custom code development (or rehabilitation).

Python, R, Julia, MATLAB, Wolfram Language, C, C++, and many other languages. Code and software makes modern research possible.

Click the button below to learn more.

DATA INTEROPERABILITY

MAKING DATA DISCOVERABLE


So much of our research data exists in disparate datasets. This makes discovering information and knowledge about our patients very difficult.

Making data discoverable starts by setting and implementing guidelines for the development of new data collections tools. These tools must adhere to the principles of data discoverability.

At MedLab AI, we feel strongly about changing the way data collection tools are designed for new research projects. We also work towards making existing data sets interoperable.

GRANTS

RESEARCH GRANT APPLICATIONS


Machine learning has opened new pathways to extracting actionable knowledge from data.

At MedLab AI we support grant applications with technical know-how. Expertise in data acquisition, storing, wrangling, visualisation, analysis, and reporting are essential components of any large research project.

ETHICS

AI FOR GOOD


Modern machine learning has been made possible by the large amount of data we can collect and the powerful computers that now sit on our desks.

As a new technology, we have to guide and monitor its use. Bias and misuse can and have occurred, even unintentionally.

At MedLab AI we provide consultative services by reviewing the research process. Everything from protocol to code. Send an email via the About page by clicking the button below.