Automated analysis of breast cancer patients' routine scans could predict which women have a greater risk of developing cardiovascular disease.

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Women who have been treated for breast cancer may have a higher risk of developing heart disease, and in some groups, the risk of dying from heart disease is higher compared to the risk of dying from breast cancer.
The study involved nearly 14,000 breast cancer patients treated with radiotherapy in three large hospitals between 2005 and 2016.
Professor Verkooijen and her team used a measure known as coronary artery calcium (CAC) score. It calculates the amount of calcium in the walls of the heart's arteries. It is a vital risk factor in heart disease because calcifications can lead to narrowing or blocking the blood vessels.
The researchers developed a deep learning algorithm that could measure the presence and extent of coronary artery calcifications from the CT scans. This allowed them to automate the measurement of CAC for all the women with only minimal extra workload.
Researchers followed the women for an average of 52 months to see whether any of them developed heart disease. In women with no calcifications, 5 percent went on to be hospitalized or to die from heart disease. In women with a score of between one and ten, 8.9 percent were hospitalized with or died from heart disease. In women with a score of 11-100, the figure was 13.5 percent, in women with a score of 101-400, it was 17.5 percent, and in women with a score of more than 400, it was 28.3 percent.
The researchers admit that they were unable to take other heart disease risk factors, like high blood pressure, smoking, and diabetes, into account in this study, although these are factors they are looking at in another study.
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