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Accepting PhD Students

PhD projects

Students interested in the following areas of study are encouraged to apply. Prior experience in computational modelling, medical image analysis, or AI-based data interpretation will be advantageous.<br/>1. Medical image analysis and computational biofluid dynamics simulations<br/>2. Image-based risk prediction of cardiovascular and cerebrovascular diseases<br/>3. Optimisation and virtual deployment of endovascular devices

20132026

Research activity per year

Personal profile

Research Profile

Dr Mingzi Zhang has over a decade of experience in biomedical engineering research, with specialised expertise in image-based cardiovascular simulations and their applications to clinical diagnostics and treatment planning. He holds joint affiliations with the University of New South Wales and Macquarie University, where he leads collaborative research on predicting the risk of heart attack and aneurysm rupture, as well as advancing simulation-based personalisation of endovascular therapies. His work integrates state-of-the-art computational modelling and artificial intelligence techniques. As an ECR, Dr Zhang has published over 40 peer-reviewed research articles, and his contributions have gained wide recognition in the field. He actively serves the research community as a reviewer for multiple leading academic journals and was the youngest session organiser at the International Conference on Fluid Dynamics (ICFD).

Research Interests

Image-based cardiovascular and cerebrovascular simulations
– Using patient-specific imaging to model blood flow and understand disease mechanisms.

Personalised endovascular treatment planning
– Applying computational modelling to optimise stent design and guide clinical interventions.

Risk prediction through anatomy–haemodynamics analysis and AI
– Combining vascular geometry, flow dynamics, and artificial intelligence to predict heart attack and aneurysm rupture risks.

Education/Academic qualification

Biomedical Sciences, PhD, Aneurysm rupture risk prediction and simulation-based treatment personalisation, Macquarie University

Award Date: 25 Jun 2020

Engineering, PhD, Optimisation of cerebrovascular stents and virtual deployment, Tohoku University

Award Date: 25 Sept 2017

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

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