Predicting Breast Cancer Becomes Easier Due to AI
Early detection of breast cancer is crucial when it comes to effective treatment and improved outcomes. Although some women may face symptoms that prompt them to seek medical attention, it is important to note that a significant number of breast cancer cases don’t even manifest any symptoms.
Regular breast cancer screening plays a huge role in identifying the disease at its earliest stages, even before symptoms manifest. This emphasizes the importance of proactive and routine screenings to detect breast cancer in its initial phases when it is most treatable.
AI predicts the five-year risk of breast cancer
SciTechDaily reveals that cutting-edge research published in the journal Radiology has unveiled the remarkable capabilities of artificial intelligence (AI) algorithms when it comes to predicting the five-year risk of breast cancer. Outperforming traditional clinical risk models, these AI algorithms have shown superior performance in a large-scale study that leveraged thousands of mammograms as data sources.
The discovery highlights the potential of AI in enhancing prediction efficiency and tailoring patient care by providing more accurate individualized risk assessments. While conventional clinical models rely on factors such as family history, childbirth, age, and breast density to calculate risk scores, AI algorithms harness the power of advanced technology to revolutionize breast cancer prediction and empower healthcare professionals in their fight against this devastating disease.
Vignesh A. Arasu, M.D., Ph.D., and the lead researcher, explained:
Clinical risk models depend on gathering information from different sources, which isn’t always available or collected,
Recent advances in AI deep learning provide us with the ability to extract hundreds to thousands of additional mammographic features.
By undergoing regular screenings, women can increase the chances of detecting breast cancer early, allowing for timely intervention and potentially improving the overall prognosis.
AI technology is most probably going through its most massive surge in history, which means that it’s important to keep an eye on the latest news.
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