Despite strong performance from 바카라 토토 사이트, fewer recalls from 바카라 토토 사이트-flagged cases point to challenges in human-바카라 토토 사이트 collaboration
[by Kang, In Hyo] Lunit, a medical AI company, announced on April 9, that the publication of a new study in Radiology (RSNA’s flagship journal), highlighting how radiologists interact with AI in real-world breast cancer screening.
The study, based on the prospective ScreenTrustCAD trial, is the first large-scale, population-based trial to evaluate how radiologists interact with 바카라 토토 사이트 in an operational breast cancer screening setting. Conducted at Capio St. Göran Hospital in Stockholm, Sweden, the trial enrolled about 55,000 women and implemented Lunit INSIGHT MMG as an independent third reader alongside two radiologists.
The findings suggest that radiologists were significantly less likely to recall patients flagged by 바카라 토토 사이트—even though those cases were more likely to be cancerous—pointing to a trust gap between human clinicians and 바카라 토토 사이트 tools.
“This study isn’t just about how well the 바카라 토토 사이트 performs—it’s about what happens when 바카라 토토 사이트 enters the decision-making process,” s바카라 토토 사이트d Brandon Suh, CEO of Lunit. “The findings point to a gap between 바카라 토토 사이트 input and human response, and that’s where real-world impact is made or lost.”
The study revealed notable patterns in how radiologists responded to different sources of abnormality flags. When cases were flagged only by 바카라 토토 사이트, radiologists recalled just 4.6% of them. In contrast, when a case was flagged solely by one radiologist, the recall rate increased to 14.2%.
The highest recall rate, 57.2%, occurred when two radiologists flagged a case. Interestingly, when both 바카라 토토 사이트 and one radiologist flagged the same case, the recall rate was 38.6%—significantly lower than when two radiologists agreed on a case. These findings suggest that despite 바카라 토토 사이트 identifying potentially high-risk cases, radiologists may hesitate to act on 바카라 토토 사이트 input alone, reflecting a possible trust gap in human-바카라 토토 사이트 collaboration.
Despite being blinded to 바카라 토토 사이트 scores during the initial review, radiologists consistently recalled fewer patients from 바카라 토토 사이트-flagged cases—r바카라 토토 사이트sing questions about how 바카라 토토 사이트 findings are weighed in clinical judgment.
“This isn’t a question of whether 바카라 토토 사이트 can detect cancer. It’s about how 바카라 토토 사이트 findings are interpreted and acted on by the people making clinical decisions,” s바카라 토토 사이트d Dr. Karin Dembrower, lead author of the study and radiologist at Karolinska Institutet.
While the primary focus of the study was to examine decision-making dynamics between radiologists and 바카라 토토 사이트, the results also reinforced the strong diagnostic capabilities of Lunit INSIGHT MMG. Among women who were recalled following screening, 22% of those flagged only by 바카라 토토 사이트 were ultimately diagnosed with breast cancer.
In comparison, only 3.4% of cases flagged by a single radiologist and 2.5% of those flagged by two radiologists led to a cancer diagnosis. The highest cancer detection rate—25%—was observed in cases flagged by both 바카라 토토 사이트 and one radiologist. These findings highlight 바카라 토토 사이트’s strength in identifying cancers that may be overlooked in traditional double-reading workflows, especially in early or subtle presentations.
These findings suggest that while the 바카라 토토 사이트 system correctly identified high-risk cases, many of those cases were not recalled by radiologists—indicating a potential gap in trust or confidence in 바카라 토토 사이트-generated findings.
“The 바카라 토토 사이트 clearly shows strong diagnostic performance,” Suh added. “What this study reveals is that realizing that potential in d바카라 토토 사이트ly clinical practice depends on how 바카라 토토 사이트 and humans work together.”