The use of artificial intelligence in breast cancer screening is safe and can almost halve the workload of radiologists, according to the world’s most comprehensive trial of its kind.
Breast cancer is the most prevalent cancer globally, according to the WHO, with more than 2.3 million women developing the disease every year.
Screening can improve prognosis and reduce mortality by spotting breast cancer at an earlier, more treatable stage. Preliminary results from a large study suggest AI screening is as good as two radiologists working together, does not increase false positives and almost halves the workload.
Photo: Reuters
The interim safety analysis results of the first randomized controlled trial of its kind involving more than 80,000 women were published in the Lancet Oncology journal.
Previous studies examining whether AI can accurately diagnose breast cancer in mammograms were carried out retrospectively, assessing scans that had been looked at by clinicians.
But the latest study, which followed women from Sweden with an average age of 54, compared AI-supported screening directly with standard care.
Half of the scans were assessed by two radiologists, while the other half were assessed by AI-supported screening followed by interpretation by one or two radiologists.
In total, 244 women (28 percent) recalled from AI-supported screening were found to have cancer compared with 203 women (25 percent) recalled from standard screening. This resulted in 41 more cancers being detected with the support of AI, of which 19 were invasive and 22 were in situ cancers.
The use of AI did not generate more false positives, where a scan is incorrectly diagnosed as abnormal. The false-positive rate was 1.5 percent in both groups.
There were 36,886 fewer screen readings by radiologists in the AI group compared with the group receiving standard care, resulting in a 44 percent reduction in the screen-reading workload of radiologists, the authors said.
The final results, looking at whether AI can reduce the number of interval cancers — cases detected between screenings that generally have a poorer prognosis — and whether the use of AI in screening is justified, are not expected for several years.
But the interim analysis concludes: “AI-supported mammography screening resulted in a similar cancer detection rate compared with standard double reading, with a substantially lower screen-reading workload, indicating that the use of AI in mammography screening is safe.”
The lead author, Kristina Lang, from Lund University in Sweden, said that the promising interim safety results should be used to inform new trials and program-based evaluations to address the pronounced radiologist shortage in many countries, but they are not enough on their own to confirm that AI is ready to be implemented in mammography screening.
She added that they still need to understand the implications on patients’ outcomes, especially whether combining radiologists’ expertise with AI can help detect interval cancers that are often missed by traditional screening, as well as the cost-effectiveness of the technology. The greatest potential of AI right now is that it could allow radiologists to be less burdened by the excessive amount of reading.
“While our AI-supported screening system requires at least one radiologist in charge of detection, it could potentially do away with the need for double reading of the majority of mammograms, easing the pressure on workloads and enabling radiologists to focus on more advanced diagnostics while shortening waiting times for patients,” she said.
Stephen Duffy, a professor of cancer screening at Queen Mary University of London, who was not involved with the trial, hailed the “high quality” study but said there may be concerns that AI-driven increases in breast cancer detection could include overdetection of relatively harmless lesions.
“For example, the results of this paper include an increase in detection of ductal carcinoma in situ, which is thought to be potentially overdiagnosed,” he said.
Kotryna Temcinaite, the head of research communications at the charity Breast Cancer Now, said the final trial results would ultimately determine whether AI could help improve breast cancer screening.
In the meantime, she said, “urgent issues” in breast screening programs must be addressed, such as outdated IT systems that take up valuable staff time and delay improvements.
Katharine Halliday, the president of the Royal College of Radiologists, said: “AI holds huge promise and could save clinicians time by maximizing our efficiency, supporting our decision-making, and helping identify and prioritize the most urgent cases.”
Nov. 11 to Nov. 17 People may call Taipei a “living hell for pedestrians,” but back in the 1960s and 1970s, citizens were even discouraged from crossing major roads on foot. And there weren’t crosswalks or pedestrian signals at busy intersections. A 1978 editorial in the China Times (中國時報) reflected the government’s car-centric attitude: “Pedestrians too often risk their lives to compete with vehicles over road use instead of using an overpass. If they get hit by a car, who can they blame?” Taipei’s car traffic was growing exponentially during the 1960s, and along with it the frequency of accidents. The policy
What first caught my eye when I entered the 921 Earthquake Museum was a yellow band running at an angle across the floor toward a pile of exposed soil. This marks the line where, in the early morning hours of Sept. 21, 1999, a massive magnitude 7.3 earthquake raised the earth over two meters along one side of the Chelungpu Fault (車籠埔斷層). The museum’s first gallery, named after this fault, takes visitors on a journey along its length, from the spot right in front of them, where the uplift is visible in the exposed soil, all the way to the farthest
While Americans face the upcoming second Donald Trump presidency with bright optimism/existential dread in Taiwan there are also varying opinions on what the impact will be here. Regardless of what one thinks of Trump personally and his first administration, US-Taiwan relations blossomed. Relative to the previous Obama administration, arms sales rocketed from US$14 billion during Obama’s eight years to US$18 billion in four years under Trump. High-profile visits by administration officials, bipartisan Congressional delegations, more and higher-level government-to-government direct contacts were all increased under Trump, setting the stage and example for the Biden administration to follow. However, Trump administration secretary
The room glows vibrant pink, the floor flooded with hundreds of tiny pink marbles. As I approach the two chairs and a plush baroque sofa of matching fuchsia, what at first appears to be a scene of domestic bliss reveals itself to be anything but as gnarled metal nails and sharp spikes protrude from the cushions. An eerie cutout of a woman recoils into the armrest. This mixed-media installation captures generations of female anguish in Yun Suknam’s native South Korea, reflecting her observations and lived experience of the subjugated and serviceable housewife. The marbles are the mother’s sweat and tears,
RSS