Is AI the future of breast cancer prediction?
Researchers at the Massachusetts Institute of Technology have developed a new deep learning model that uses mammograms to successfully predict whether a person will be diagnosed with breast cancer in the future, reports Fast Company.
The team tested the artificial intelligence by examining "subtle patterns" in breast tissue from over 60,000 patients, per a report from MIT. The AI approach has a 31 percent success rate in detecting cancer risks among those in the high-risk category, much higher than traditional methods, which identify around 18 percent, reports Fast Company.
The discovery offers a more personalized detection and prevention plan for those who show breast cancer warning signs.
Subscribe to The Week
Escape your echo chamber. Get the facts behind the news, plus analysis from multiple perspectives.
Sign up for The Week's Free Newsletters
From our morning news briefing to a weekly Good News Newsletter, get the best of The Week delivered directly to your inbox.
From our morning news briefing to a weekly Good News Newsletter, get the best of The Week delivered directly to your inbox.
"Rather than taking a one-size fits all approach, we can personalize screening around a woman's risk of developing cancer," MIT professor Regina Barzilay said. "For example, a doctor might recommend supplemental MRI screening for women with high model-assessed risk."
MIT's model is also racially equitable, with the model being equally accurate for both white and black women. Black women are 43 percent more likely to die from the breast cancer than white women, per the MIT report, but traditional cancer detection methods are more effective in evaluating white women.
Sign up for Today's Best Articles in your inbox
A free daily email with the biggest news stories of the day – and the best features from TheWeek.com
Marianne is The Week’s Social Media Editor. She is a native Tennessean and recent graduate of Ohio University, where she studied journalism and political science. Marianne has previously written for The Daily Beast, The Crime Report, and The Moroccan Times.
-
The clown car cabinet
Opinion Even 'Little Marco' towers above his fellow nominees
By Mark Gimein Published
-
Ed Park's 6 favorite works about self reflection and human connection
Feature The Pulitzer Prize finalist recommends works by Jason Rekulak, Gillian Linden, and more
By The Week US Published
-
6 fantastic homes in Columbus, Ohio
Feature Featuring a 1915 redbrick Victorian in German Village and a modern farmhouse in Woodland Park
By The Week Staff Published
-
Nobody seems surprised Wagner's Prigozhin died under suspicious circumstances
Speed Read
By Peter Weber Published
-
Western mountain climbers allegedly left Pakistani porter to die on K2
Speed Read
By Justin Klawans Published
-
'Circular saw blades' divide controversial Rio Grande buoys installed by Texas governor
Speed Read
By Peter Weber Published
-
Los Angeles city workers stage 1-day walkout over labor conditions
Speed Read
By Justin Klawans Published
-
Mega Millions jackpot climbs to an estimated $1.55 billion
Speed Read
By Catherine Garcia Published
-
Bangladesh dealing with worst dengue fever outbreak on record
Speed Read
By Catherine Garcia Published
-
Glacial outburst flooding in Juneau destroys homes
Speed Read
By Catherine Garcia Published
-
Scotland seeking 'monster hunters' to search for fabled Loch Ness creature
Speed Read
By Justin Klawans Published