Digital breast tomosynthesis tool can help predict breast cancer

Digital breas​t tomosynthesis tool can help predict breast cancer

An image-based risk prediction model using digital breast tomosynthesis (DBT) can predict the risk for breast cancer after a negative screening exam, according to a study published in the May 11 issue of Science Translational Medicine.

Mikael Eriksson, Ph.D., from the Karolinska Institutet in Stockholm, and colleagues developed and internally validated a DBT-based short-term risk model for predicting breast cancers after negative screening exams. A total of 805 available incident breast cancers were included, in addition to a random sample of 5,173 healthy women, aged 35 to 74 years, matched on year of study entry, who were attending DBT screening between 2014 and 2019 in the United States. Using derived risks and U.S. incidence and competing , an absolute risk model was developed. In the left-out validation set, absolute risks, discrimination performance, and risk stratification were estimated.

The researchers found that for one-year risk, the discrimination performance was 0.82, with good calibration. Overall, 14 percent of the women were at high risk using the U.S. Preventive Services Task Force guidelines, which was 19.6 times higher than general risk. In this high-risk group, 76 and 59 percent of stage II and III cancers and stage 0 cancer, respectively, were observed.

"Given the accuracy of the DBT risk tool, it has the potential to support radiologists in better identifying who may benefit from additional or enhanced screening and could facilitate the development of a refined protocol for risk-based breast cancer screening," the authors write.

Several authors have a patent on system and method for assessing risk using imagery, with a license to iCAD.

More information: Mikael Eriksson et al, A risk model for digital breast tomosynthesis to predict breast cancer and guide clinical care, Science Translational Medicine (2022). DOI: 10.1126/scitranslmed.abn3971 ,

Journal information: Science Translational Medicine

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Citation: Digital breast tomosynthesis tool can help predict breast cancer (2022, May 12) retrieved 18 April 2024 from
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