RESEARCHER PROFILE
Associate Professor Johan Verjans
(Filmed in Adelaide, South Australia, May 2024)
SAHMRI – Platform AI
Deputy Director, Medical Machine Learning, Australian Institute for Machine Learning
Platform Leader AI, SAHMRI
Consultant Cardiologist, Royal Adelaide Hospital / Jones Radiology
Associate Professor Johan Verjans is a clinician-scientist with a strong focus on cross-disciplinary translational research. In his role as Deputy Director at the Australian Institute for Machine Learning (AIML)—one of the world’s premier machine learning institutes, with over 200 researchers—and as Group Leader of Artificial Intelligence at the South Australian Health and Medical Research Institute (SAHMRI), he integrates his expertise in molecular medicine, clinical research, and advanced imaging with machine learning applications. This unique combination enables him to drive the translation of cutting-edge AI research into practical medical applications. He works with global teams from multinationals on AI problems.
Johan Verjans graduated in medicine from Maastricht University through the prestigious MD-PhD track, during which he was awarded the DiPalma Fellowship. This fellowship allowed him to work with renowned Professor Narula at institutions such as UC Irvine and in Philadelphia. He further honed his skills in cardiology and research through a postdoctoral fellowship at Massachusetts General Hospital/Harvard Medical School, supported by the prestigious Dutch Science Foundation’s Rubicon Fellowship. He later completed his cardiology training at the University Medical Centre Utrecht, where he was awarded a clinician-scientist fellowship.
In 2017, he was recruited by the University of Adelaide and SAHMRI, and he established the Medical Machine Learning group at AIML. Since then, the multidisciplinary team has expanded to over 40 members and includes clinicians, biomedical researchers, and computer scientists. Their goal is to position the University of Adelaide as a global leader in AI-driven healthcare by leveraging AIML’s world-class expertise in machine learning. He currently is the Future Industry Fellow at the University of Adelaide.
Prof. Verjans has made significant contributions to the field of cardiology and molecular diagnostics with his research published in high-impact journals, including Circulation (IF 23.6), JACC (IF 20.6), Nature Reviews Cardiology (IF 20.3), and Basic Research in Cardiology (IF 12.6). Additionally, he has published six articles in the top-ranked imaging journal JACC: Cardiovascular Imaging (IF 12.7) and other prestigious outlets such as Light: Science and Applications (IF 15) and IEEE Transactions on Medical Imaging (IF 13.94).
His team of computer scientists has published last year in leading AI conferences such as CVPR (ranked second on Google’s h5 index), MICCAI, and ICCV. Notably, his group pioneered advancements in Medical Visual Question Answering (VQA), winning the first global challenge on the subject organized by the NIH—a remarkable achievement in one of the most challenging areas of machine learning.
Beyond his academic work, Prof. Verjans is actively involved in applying AI to digital health and pushing solutions into the clinical realm. He has initiatives using the Caremappr platform to generate actionable insights for mental health, automate pharmacy review, enhance adherence to cardiology guidelines, and helping SA Health with novel solutions. His group created the algorithm for a world’s first cluster-randomised controlled trial, using AI in the Emergency Department for Chest pain, which was presented as late breaking clinical trial in 2024 at the largest cardiology conference ESC.
Through collaborations with industry his work continues to push the boundaries of AI in healthcare, driving both scientific discovery and practical medical innovations.
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Visceral pain and the gut-brain axis
Professor Stuart Brierley is Director of the Visceral Pain Research Group, Director of the Hopwood Centre for Neurobiology, and Theme co-Leader of Lifelong Health at the South Australian Health and Medical Research Institute (SAHMRI).
Prof Brierley is an international expert on the ‘gut-brain axis’ and chronic visceral pain mechanisms. Current investigations are on a individual cell type called the enterochromaffin cell, and it helps signal pain and anxiety from the gastrointestinal tract to the brain.
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Genetic disease research imitating function and architecture of organs
Professor Wolvetang was among the first to bring the first human embryonic stem cells to Queensland, with his Wolvetang Group at the AIBN now renowned for its work with organoids: growing them, studying them, and using them to try and understand diseases and human development.
Using cutting edge technology, Professor Wolvetang designs and grows organoids both for their own work and for labs across the country, coaxing pluripotent stem cells or tissue samples into 3D structures that mimic the function and architecture of real brains, livers, kidneys, spinal cords, and intestines.
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Relationship between mental illness and mental wellbeing
Since 2015, Dr Matthew Iasiello has been working on the development and dissemination of mental wellbeing interventions across the Australian community at the South Australian Health and Medical Research Institute (SAHMRI). His PhD research was designed specifically to strengthen the translational work conducted by SAHMRI, and to solve problems that represented gaps in the literature that were arising when delivering mental wellbeing interventions into the community. The impact and relevance of Dr Iasiello’s work has been demonstrated with invited presentations at international academic conferences, and multiple media stories with significant online engagements.
