APPLYING ARTIFICIAL INTELLIGENCE TO MEDICAL IMAGING FOR CARDIOVASCULAR DISEASE DETECTION
Parmida Ghorbanian, PhD Candidate,
University of Western Australia & Advanced Clinical and Translational Cardiovascular Imaging,
Harry Perkins Institute of Medical Research,
Western Australia
RESEARCHER PROFILE
Filmed in Perth, Australia | July 2026
Parmida is a software engineer and biomedical scientist whose research focuses on translating novel medical imaging technologies into clinical practice to improve the diagnosis and management of cardiovascular disease.
Her current work applies advanced deep learning techniques to retinal polarization-sensitive optical coherence tomography (PS-OCT) imaging, aiming to generate clinically meaningful biomarkers and predictions of cardiovascular disease. Parmida’s collaboration partners include Fiona Stanley Hospital in Murdoch, Western Australia.
She is the recipient of the Novel Heart Disease Imaging Through AI HDR Scholarship and has received multiple awards for her research, including the WACRA Heart-to-Vessel Showcase Award, the South Metropolitan Health Service 3-Minute Project Competition, and the Data Institute Postgraduate Student Researcher Pitch Winner award.
Most recently, she was selected as a finalist in the INCITE Awards, Western Australia’s premier technology innovation awards program.
Source: Supplied and adapted
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CASE STUDY Link between levels of extracellular vesicles in the blood and tissue damage caused by diseases
A landmark study led by WEHI and La Trobe University has found a potential new diagnostic marker that could be used to better detect the level of tissue damage in our bodies.
This study revealed, for the first time, a link between levels of EVs in the blood and tissue damage caused by diseases such as leukaemia.
Researchers hope to leverage the critical new insight to develop a blood test to monitor cancer patients with tissue damage, which could, in future, enhance treatment strategies for blood cancers and other diseases.
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Blister management and impact on firefighters
David Burns, a Senior Paramedic with LifeAid, a private paramedicine company in Victoria and, has a diverse background in healthcare. He began his career as a registered nurse, progressing to critical care nursing specialising in liver transplants and cardiovascular surgery.
At the Australasian College of Paramedicine International Conference, David presented research focused on the foot care of firefighters during prolonged bushfire campaigns. During the 2019-2020 bushfires, over 10,000 firefighters sought care, with nearly 50% requiring attention for foot-related issues. David emphasised that inadequate foot care could bench firefighters for up to 10 days, diminishing their ability to protect communities and critical infrastructure. Recognising the economic benefits of prioritising firefighter health, David advocates that ensuring their well-being allows communities to recover effectively and enhances safety for all involved in firefighting efforts.
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Muscle Cell Communication and Repair
Dr. William Roman is a Group Leader at the Australian Regenerative Medicine Institute (ARMI) at Monash University. He obtained his PhD from Paris Descartes University and Freie University of Berlin, focusing on nuclear positioning during skeletal muscle development. Dr. Roman’s research journey has taken him across the globe, including postdoctoral work in Barcelona, tissue engineering in Lisbon, and a brief stint at Stanford University.
At ARMI, Dr. Roman leads innovative research on intercellular communication within muscle organs. His work involves growing human muscles on chips to understand how skeletal muscle cells interact with neurons and tendons. This research aims to develop better models for studying muscle diseases, drug screening, and even applications in cellular agriculture and biorobotics.
