Can artificial intelligence answer important medical questions?
A collaboration between a biostatistician and a data scientist.
$2,000 scholarships available for two successful applicants
The Australian Pharmaceutical Biostatistics Group (APBG) is providing a fantastic opportunity for undergraduates or new graduates in the data science and statistical fields to work together on this important conundrum.
Biostatisticians and data scientists often have different approaches to answering important clinical questions. Classical statistical regression methods used for prediction modelling are well understood in the statistical sciences and the scientific community that employs them. These methods tend to be transparent and are usually hypothesis driven but can overlook complex associations with limited flexibility when a high number of variables are investigated. In addition, when using classic regression modelling, choosing the ‘right’ model is not straightforward. Non-traditional machine learning algorithms, and machine learning approaches, may overcome some of the limitations of classical regression models in this new era of big data, but are not a complete solution as they must be considered in the context of the limitations of data used in the analysis.
In this project, you will receive a large dataset with an underlying correlation structure. You will work together with your assigned collaborator to discover the algorithm that best fits the data.
You will be expected to meet with the APBG steering committee to present updates on your project, provide a written report, code, and present your findings at our annual meeting which is to be held in December 2021.
Applications are welcomed from undergraduates or graduates of Data Science or Statistics or related fields who are based in Australia or New Zealand.
Grant amount: $2,000 each for successful applicants (one data scientist, one biostatistician).
How to apply: Send your one-page CV, plus a covering letter explaining why you would be suitable for this opportunity to firstname.lastname@example.org by 15 August 2021. Successful applicants will be notified by the end of August 2021.
This scholarship opportunity is provided by APBG, in partnership with the SSA. The Australian Pharmaceutical Biostatistics Group is a not-for-profit association of pharmaceutical industry statisticians in Australia, whose mission is to ensure high statistical standards within Australia to assist in the decision processes which provide safe, efficacious and cost-effective health care products produced in a regulated environment for the health and quality of life of people.