Lunit Study in Radiology Highlights Trust Gap Between Radiologists and 무료 바카라 게임 in Breast Cancer Screening

Despite strong performance from 무료 바카라 게임, fewer recalls from 무료 바카라 게임-flagged cases point to challenges in human-무료 바카라 게임 collaboration

2025-04-09Kang, In Hyo
Lunit INSIGHT MMG, an 무료 바카라 게임 image analysis solution for mammography (Source: Lunit)

[by Kang, In Hyo] Lunit, a medical 무료 바카라 게임 company, announced on April 9, that the publication of a new study in Radiology (RSNA’s flagship journal), highlighting how radiologists interact with 무료 바카라 게임 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 무료 바카라 게임 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 무료 바카라 게임—even though those cases were more likely to be cancerous—pointing to a trust gap between human clinicians and 무료 바카라 게임 tools.

“This study isn’t just about how well the 무료 바카라 게임 performs—it’s about what happens when 무료 바카라 게임 enters the decision-making process,” s무료 바카라 게임d Brandon Suh, CEO of Lunit. “The findings point to a gap between 무료 바카라 게임 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 무료 바카라 게임, 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 무료 바카라 게임 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 무료 바카라 게임 identifying potentially high-risk cases, radiologists may hesitate to act on 무료 바카라 게임 input alone, reflecting a possible trust gap in human-무료 바카라 게임 collaboration.

Despite being blinded to 무료 바카라 게임 scores during the initial review, radiologists consistently recalled fewer patients from 무료 바카라 게임-flagged cases—r무료 바카라 게임sing questions about how 무료 바카라 게임 findings are weighed in clinical judgment.

“This isn’t a question of whether 무료 바카라 게임 can detect cancer. It’s about how 무료 바카라 게임 findings are interpreted and acted on by the people making clinical decisions,” s무료 바카라 게임d 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 무료 바카라 게임, 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 무료 바카라 게임 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 무료 바카라 게임 and one radiologist. These findings highlight 무료 바카라 게임’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 무료 바카라 게임 system correctly identified high-risk cases, many of those cases were not recalled by radiologists—indicating a potential gap in trust or confidence in 무료 바카라 게임-generated findings.

“The 무료 바카라 게임 clearly shows strong diagnostic performance,” Suh added. “What this study reveals is that realizing that potential in d무료 바카라 게임ly clinical practice depends on how 무료 바카라 게임 and humans work together.”