Artificial Intelligence and Deep Learning in Medical Images (CT-to-MRI) – PhD scholarship
Overview
Title
Artificial Intelligence and Deep Learning in Medical Images (CT-to-MRI) – PhD scholarship
College
College of Science and Engineering
Opening date
20-04-2022
Closing date
30-05-2022
Scholarship value
$28,854 per annum (opportunities for additional top-up)
Scholarship duration
3 years (6 month extension possible)
Payment term
Level of Study
Higher Degrees Research
**Please note the closing date is a guide only. This opportunity may close earlier if the position is filled.
Description
A full-time PhD scholarship is available in the area of Artificial Intelligence in Medical Imaging for students pursuing a PhD study. The project will develop Generative Adversarial Networks (GANs) based methods for the synthesis of Head MRI from Head CT scans. We will focus on clinical applications in diagnosis and detection of, such as, head stroke, traumatic brain injuries and brain anomalies. The scholarship includes an industry internship of at least 60 full-time equivalent days.
Candidates with a related background in Computer vision, Image processing and image analysis, Computer Science, ICT and Engineering, Mathematics and Statistics are invited to apply. Demonstrated work/research experience in deep learning architectures, GANs and python is essential. Programming skills in Matlab and previous research experience with medical CT/MRI images is beneficial. Ideally, the successful candidate should have journal publications and/or conference presentation experience.
The successful candidate will work under the supervision of Dr Gobert Lee https://www.flinders.edu.au/people/gobert.lee and Dr Mariusz Bajger and will collaborate with academic and industrial collaborators. We are looking for a highly self-motivated student. The successful candidate must be able to work independently as well as a member of a team. The successful candidate must demonstrate excellent oral and written communication skills as well as interpersonal skills towards staff, students, and collaborators.
Eligibility
- Australian and International students are eligible
- Meet the Flinders University PhD admission requirements
- Be available to commence as a full-time PhD student at Flinders University before June, 2022 (subject to negotiation)
Application Information
Interested candidates MUST first send expression of interest (EOI) to Dr Gobert Lee gobert.lee@flinders.edu.au. Please state “EOI PhD Scholarship” in the subject of the email and please include
(1) a cover letter outlining your research interests, your motivation for pursing a PhD, and your suitability for this project;
(2) a curriculum vitae (including education, work/research experience and publications);
(3) academic transcripts; and
(4) contact details of two academic/industry referees.
Please note that the closing date is a guide only. This opportunity may close earlier if the position is filled. EOI will be accepted and reviewed on a rolling basis. Shortlisted candidates will be invited to submit a full application. The successful candidate will ideally begin by May 2022 (subject to negotiation).
