In a quiet laboratory of the George Institute, a question long hidden in plain sight is being asked: whether the same X-ray taken to look for breast cancer might also carry a warning about the heart. Researchers led by Associate Professor Clare Arnott are testing a machine-learning model that combines mammogram images with a woman's age to estimate her risk of cardiovascular disease, a condition that still claims roughly one in four Australian women's lives. The work is early and unproven, yet it arrives at a moment when Australia is reckoning with how women's heart disease has too often been
Could a Routine Mammogram Also Screen for Heart Disease? Australian Research Says It May Be Possible
Whether the same mammogram could do both jobs.
So what exactly is being tested here?
A machine-learning model that reads mammogram images plus a woman's age and predicts her risk of cardiovascular disease. The idea is that one screening visit could answer two questions.
Why does that matter so much?
Because heart disease accounts for about 1 in 4 female deaths in Australia, and women are less likely than men to be screened for it in general practice. Meanwhile around a million women a year already show up for breast screening.
Let's be careful about what's actually shown, though. Is there any accuracy figure in this?
No. Nothing on how well the model performs or how many women it was tested on.
So when the Assistant Minister calls it incredibly promising, that's a political assessment of an idea, not a result.
Fair. Arnott herself calls it early work. The claim is that the model can predict risk, but the evidence for that isn't laid out here.
How does the expert panel fit in?
Arnott sits on it, and it's examining prevention, diagnosis and treatment of cardiovascular disease in women. It has met five times and held two roundtables, with final advice due in late 2026.
Worth noting there's no sign the mammogram work is part of that advice. The visit shows interest, not adoption.
And Rebecca White's point about symptoms?
That what gets called atypical is typical in women, and that missed recognition leads to delayed diagnoses. It's a separate problem from screening, but it points the same way: women's heart risk gets overlooked.
Agreed, and it's stated as her view. The piece doesn't give data on how often that happens.
Der Puls
- A routine breast screen, attended by around a million Australian women each year, may be quietly missing the chance to reveal a far deadlier risk to their hearts.
- Cardiovascular disease kills about one in four Australian women, yet women are less often screened for it in general practice than men are.
- Researchers are racing to test whether a machine-learning model reading mammograms alongside age can flag heart risk in the same appointment.
- Assistant Minister Rebecca White has taken the work to the Ministerial Expert Panel on Women's Health, which will deliver final cardiovascular advice to Government in late 2026.
- The model remains at the research stage, so the promise of earlier diagnosis has not yet reached the clinic or the patient.
In a quiet laboratory of the George Institute, a question long hidden in plain sight is being asked: whether the same X-ray taken to look for breast cancer might also carry a warning about the heart. Researchers led by Associate Professor Clare Arnott are testing a machine-learning model that combines mammogram images with a woman's age to estimate her risk of cardiovascular disease, a condition that still claims roughly one in four Australian women's lives. The work is early and unproven, yet it arrives at a moment when Australia is reckoning with how women's heart disease has too often been overlooked, and its findings will feed a ministerial panel preparing advice for Government later this year.
This week, Assistant Minister for Health Rebecca White visited The George Institute for Global Health to see an early piece of research built on an unusual idea: that a mammogram taken to look for breast cancer might also say something about a woman's heart.
The Institute's team has built a machine-learning model that takes two inputs, the mammogram images and the woman's age, and uses them to estimate her risk of cardiovascular disease. If it holds up, women already attending breast screening could have their heart risk assessed in the same visit, opening the door to earlier identification and care. Associate Professor Clare Arnott, who leads the Institute's Cardiovascular Program and sits on the Ministerial Expert Panel on Women's Health, showed White the work.
The need is pressing. Cardiovascular disease caused roughly one in four deaths among Australian women in 2022, yet women's risk is still under-recognised and they are less likely than men to be screened in general practice. Breast screening, by contrast, reaches a large population, and most of those women never have their heart health checked. Arnott said the question is whether one mammogram could do both jobs.
White linked the research to a wider problem. Heart disease in women often presents with symptoms that differ from the classic male pattern, and what is labelled atypical is frequently typical for women, which contributes to missed or delayed diagnoses. She called the prospect of a mammogram flagging heart risk incredibly promising.
The expert panel, which has held five meetings and two roundtables, is the policy channel for such ideas. Its final advice on cardiovascular health is due to Government in late 2026. The mammogram model itself remains at the research stage, and nothing announced suggests it is ready for clinical use.
This week, Assistant Minister for Health Rebecca White visited The George Institute for Global Health to see an early piece of research with an unusual premise: that a mammogram taken to look for breast cancer might also say something about a woman's heart.
Researchers at the Institute have built a machine-learning model that takes two inputs, the images from a mammogram and the woman's age, and uses them to predict her risk of cardiovascular disease. If the approach holds up, women who go for routine breast cancer screening could one day have their cardiovascular risk assessed in the same appointment, opening the way to earlier identification and care.
The woman showing White the work was Associate Professor Clare Arnott, who leads the Institute's Cardiovascular Program. Arnott also sits on the Ministerial Expert Panel on Women's Health, which is looking at how to improve the prevention, diagnosis and treatment of cardiovascular disease in women.
The numbers behind the idea are stark. Cardiovascular disease accounted for roughly 1 in 4 deaths among Australian women in 2022, making it one of the leading causes of death for them. Yet women's cardiovascular risk is still under-recognised, and women are less likely than men to be screened for it in general practice.
Breast screening, by contrast, already reaches a large population. Arnott noted that around 1 million Australian women attend breast screening every year, and most never have their heart health assessed. Her team's question, in her words, is whether the same mammogram could do both jobs. She described the work as early, but said it points toward a way of reaching women who are often missed by traditional screening.
White framed the research against a wider problem of recognition. She said cardiovascular disease in women is frequently missed because symptoms can present differently than they do in men, and that what is often labelled atypical is in fact typical for women. Failure to recognise those symptoms, she said, contributes to missed or delayed diagnoses. She called the prospect of a mammogram flagging cardiovascular risk incredibly promising, because more women could be identified earlier and get the care they need.
The expert panel is the policy channel for this kind of work. So far it has held five meetings, one consumer roundtable and one clinical roundtable, drawing on researchers, clinicians, advocates and consumer representatives. White said having someone of Arnott's standing on the panel means its advice draws on leading expertise, and that the aim is for women to have their symptoms recognised, their concerns taken seriously and access to the right care.
Arnott said she was grateful that White took the time to see the work first-hand, and that she was proud to contribute to the panel as it shapes its advice. The panel is due to give its final advice to Government on cardiovascular health in late 2026. The mammogram model itself remains at the research stage, and nothing in the announcement suggests it is yet ready for clinical use.
Bemerkenswerte Zitate
It's early work, but it points to a way of reaching women who are often missed by traditional screening.— Associate Professor Clare Arnott, The George Institute for Global Health
What is often labelled 'atypical' is, in fact, typical for women.— Assistant Minister for Health Rebecca White