White women and black women have the highest incidence rate of new breast cancer cases overall [ ]. The lifetime risk up to age 95 and older of breast cancer for women in the U. However, this risk varies by race and ethnic group. Lifetime risk of breast cancer. Adapted from SEER data [ ].
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MIT says that its work in developing this technique was aimed specifically at making the assessment of health risks of this nature more accurate for minorities, who are often not well represented in development of deep learning models. The issue of algorithmic bias is a focus of a lot of industry research and even newer products forthcoming from technology companies working on deploying AI in the field. This MIT tool, which is trained on mammograms and patient outcomes eventual development of cancer being the key one from over 60, patients with over 90, mammograms total from the Massachusetts General Hospital, starts from the data and uses deep learning to identify patterns that would not be apparent or even observable by human clinicians. Overall, the project is intended to help healthcare professionals put together the right screening program for individuals in their care and eliminate the heartbreaking and all-too common outcome of late diagnosis. MIT hopes the technique can also be used to improve detection of other diseases that have similar problems with existing risk models with far too many gaps and lower degrees of accuracy.
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Black women and white women get breast cancer at about the same rate, but black women die from breast cancer at a higher rate than white women. Compared with white women, black women had lower rates of getting breast cancer incidence rates and higher rates of dying from breast cancer death rates between and During this period, breast cancer incidence went down among white women, and went up slightly among black women.
Republish our articles for free, online or in print, under Creative Commons licence. White women in the U. There has been a 35 percent decrease in breast cancer mortality rate from The breakdown by race over this period, however, shows a different story.