Cancer
AI can improve ovarian cancer diagnoses
AI-based models can outperform human experts at identifying ovarian cancer in ultrasound images, an international study has shown.
Researchers have developed and validated neural network models that are able to differentiate between benign and malignant ovarian lesions. The team has trained and tested the AI on over 17,000 ultrasound images from 3,652 patients across 20 hospitals in eight countries, comparing the models’ diagnostic capacity with a large group of experts and less experienced ultrasound examiners.
The results showed that the AI models outperformed both expert and non-expert examiners at identifying ovarian cancer, achieving an accuracy rate of 86.3 per cent, compared to 82.6 per cent and 77.7 per cent for the expert and non-expert examiners respectively.
“This suggests that neural network models can offer valuable support in the diagnosis of ovarian cancer, especially in difficult-to-diagnose cases and in settings where there’s a shortage of ultrasound experts,” said professor Elisabeth Epstein at Karolinska Institutet, which led the study, and senior consultant.
“Ovarian tumours are common and are often detected by chance. There is a serious shortage of ultrasound experts in many parts of the world, which has raised concerns of unnecessary interventions and delayed cancer diagnoses. We therefore wanted to find out if AI can complement human experts.”
Reducing the need for expert referrals
In a simulated triage situation, the AI support cut the number of referrals by 63 per cent and the misdiagnosis rate by 18 per cent. This can lead to faster and more cost-effective care for patients with ovarian lesions.
Despite the promising results, the researchers stress that further studies are needed before the full potential of the neural network models and their clinical limitations are fully understood.
“With continued research and development, AI-based tools can be an integral part of tomorrow’s healthcare, relieving experts and optimising hospital resources, but we need to make sure that they can be adapted to different clinical environments and patient groups,” says Filip Christiansen, doctoral student at Karolinska Institutet and joint first author.
The researchers are now conducting prospective clinical studies to evaluate the everyday clinical safety and usefulness of the AI tool. Future research will also include a randomised multicentre study to examine its effect on patient management and healthcare costs.
Insight
Study links changing population to low London screening rates
London’s shifting population is holding down breast screening uptake, experts have said, with the capital at 62.8 per cent in 2024, below the NHS’s acceptable 70 per cent threshold.
The London Assembly Health Committee recently heard that the capital faces distinct challenges compared with the rest of the country and that these issues must be addressed.
Josephine Ruwende, a cancer screening lead at NHS England, said frequent moves within the rented sector and the cost-of-living crisis pushing people out of London had made it difficult to reach eligible patients, which she described as “population churn”.
She said: “This is people changing addresses and then not updating their GP, this then affects the invitation process because GP details are used to identify individuals who are eligible.
“In boroughs where we have the highest population churn, we see it strongly associated with lower uptake.”
She noted that even in the wealthiest boroughs there can be high levels of movement, with around 40 per cent of residents changing address within a year.
Such areas also tend to have more people who own second homes or spend long periods abroad, making it harder for the NHS to keep contact details up to date.
As a result, screening invitations may be sent to out-of-date addresses or to people who are overseas.
Leeane Graham, advocacy lead at Black Women Rising, which supports women of colour with a cancer diagnosis, said there were cultural barriers, fear and a mistrust of the health service due to previous experience within communities.
She said: “If you’ve never been for a breast screening before, the thought of having a mammogram can be really, really terrifying.”
Helen Dickens, from Breast Cancer Now, said other reasons included a lack of understanding of breast screening, along with concerns about discomfort, trust and practical issues such as travel.
She said: “We have amazing public transport and we feel that we’ve got great accessibility, but we also know that we don’t have screening centres in every borough.
“We know that for some women that barrier of transport and access will still be a really big reason why they’re not attending screenings.”
NHS London launched its first screening campaign last year in response to the figures, aiming to increase detection at an earlier stage.
Insight
Period blood screening could boost cervical cancer checks
Testing period blood for signs of cervical cancer could offer an accurate, convenient screening option for women who avoid clinic appointments, researchers say.
The current NHS test involves a nurse or doctor taking cells from the cervix, yet a third of those invited do not attend.
A study of the new test, which can be done at home, used blood collected on a cotton strip attached to a standard sanitary pad.
In research involving more than 3,000 women aged 20 to 54 years, Chinese investigators compared testing period blood collected on mini-pads with samples taken by clinicians.
Results were shared via a dedicated app.
When analysed in the lab, blood testing was nearly as good at identifying people with disease as other methods, and very good at ruling out those without it.
Cervical screening appointments are offered to all women, and anyone with a cervix, every five years between ages 25 and 64 in the UK.
Screening looks for high-risk human papillomavirus, a virus that can cause cancer.
A nurse or doctor carries out the test using a speculum to access the cervix.
However, five million women are not up to date, for reasons including fear, pain and discomfort.
“Cervical screening can be difficult for some women for many reasons, like if they have had a bad previous experience, they are menopausal, they have a physical or learning disability, cultural barriers, or are a survivor of sexual violence,” said Athena Lamnisos from charity The Eve Appeal.
Younger women, those with disabilities, and people from ethnic minority communities and LGBT+ groups are more likely to miss appointments.
Researchers say using menstrual blood for HPV testing is convenient, respects privacy and reduces discomfort.
Anyone who tests positive for HPV would be sent for a colposcopy, a close examination of the cervix with a magnifying instrument to look for pre-cancerous cells.
Experts caution that period blood tests are not an immediate alternative to current screening because only women who menstruate could use them.
Some also note the study may have overestimated performance because not all participants had a biopsy to double check results.
Sophie Brooks, health information manager at Cancer Research UK, said it was encouraging to see research exploring new ways to make screening more accessible.
She said testing menstrual blood for HPV was an interesting, non-invasive approach but more research in diverse groups is needed to see how it could fit into existing programmes.
Athena Lamnisos added that it was exciting to see more acceptable ways of offering a potentially life-saving test.
“People have different barriers and concerns about screening, so being able to offer a choice of different methods could be very positive for some who are eligible for screening but don’t currently attend,” she said.
The NHS is already sending at-home test kits to women in some areas of England who have missed several screening appointments.
These DIY kits, containing a vaginal swab, will be sent out more widely at some point this year.
Features
Innovation cuts ovarian cancer risk by nearly 80%
A surgical procedure developed in Canada reduces the risk of the most common and deadly form of ovarian cancer by nearly 80 per cent.
The strategy, known as opportunistic salpingectomy (OS), removes the fallopian tubes during routine gynaecological surgery such as hysterectomy (womb removal) or tubal ligation (having one’s tubes tied).
The study analysed population health data for more than 85,000 people who had gynaecological surgeries in British Columbia between 2008 and 2020, comparing rates of serous ovarian cancer with those who had similar operations without the procedure.
Researchers at the University of British Columbia found that people who had opportunistic salpingectomy were 78 per cent less likely to develop serous ovarian cancer, the most common and deadly subtype.
In the rare cases where ovarian cancer occurred after the procedure, those cancers were found to be less biologically aggressive.
Co-senior author Gillian Hanley is an associate professor of obstetrics and gynaecology at the University of British Columbia.
She said: “This study clearly demonstrates that removing the fallopian tubes as an add-on during routine surgery can help prevent the most lethal type of ovarian cancer,.
“It shows how this relatively simple change in surgical practice can have a profound and life-saving impact.”
British Columbia became the first jurisdiction in the world to offer opportunistic salpingectomy in 2010, after researchers discovered that most ovarian cancers originate in the fallopian tubes rather than the ovaries.
The procedure leaves the ovaries in place, preserving hormone production so side effects are minimal.
The approach was initially developed by Dianne Miller, an associate professor emerita at the University of British Columbia and gynaecological oncologist with Vancouver Coastal Health and BC Cancer.
“If there is one thing better than curing cancer it’s never getting the cancer in the first place,” said Miller.
Since its introduction in British Columbia in 2010, opportunistic salpingectomy has been widely adopted, with approximately 80 per cent of hysterectomies and tubal ligation procedures in the province now including fallopian tube removal.
Professional medical organisations in 24 countries now recommend the procedure as an ovarian cancer prevention strategy, including the Society of Obstetrics and Gynaecology of Canada, which issued guidance in 2015.
“This is the culmination of more than a decade of work that started here in B.C.,” said co-senior author David Huntsman, professor of pathology and laboratory medicine and obstetrics and gynaecology at the University of British Columbia.
“The impact of OS that we report is even greater than we expected.”
British Columbia recently became the first province to expand opportunistic salpingectomy to routine surgeries performed by general and urological surgeons through a project supported by the Government of British Columbia and Doctors of BC.
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