Researchers Propose TPLC Framework For AI/ML Devices To Promote Health Equity

Researchers from the University of Iowa proposed a framework for a total product life cycle approach to addressing bias in AI/ML devices.

a hand stacks blocks in a pyramid of 6. the bottom row has graphics of headshots of generic people, the second row has images of heads with gears in the brain that say "AI," and the hand is placing the third block which has a scale of justice on it.
• Source: Shutterstock

Promoting health equity in artificial intelligence and machine learning devices needs to be addressed at every step of the product life cycle, researchers at the University of Iowa said in an article from Nature’s partner journal of digital medicine.

It’s well known that training sets and algorithms for AI/ML devices can be full of bias, but addressing bias at...

Read the full article – start your free trial today!

Join thousands of industry professionals who rely on Medtech Insight for daily insights

  • Start your 7-day free trial
  • Explore trusted news, analysis, and insights
  • Access comprehensive global coverage
  • Enjoy instant access – no credit card required

More from AI

Boston Scientific Raises Outlook … Again: Headwinds Offset By EP And Watchman

 

Agent drug coated balloon, Watchman product sales, and electrophysiology (EP) business unit growth offset Acurate discontinuation and tariff headwinds. CEO Michael Mahoney shouted out coronary therapies business and answered questions on CMS proposed Ambulatory Surgical Center codes.

ForSight Sets Its Sights On Automating Delicate Eye Procedures

 
• By 

ForSight Robotics is developing a robotic platform to automate cataract and other eye surgeries, aiming to ease surgeon strain and expand access. Backed by $200m in total funding, it's targeting a first human surgery using Oryom by year-end and is in discussions with US FDA.

Rising Oncology Start-ups Recognized For Breakthrough Cancer Research

 

The Cancer Research Horizons Innovation Awards took place on July 10. Medtech Insight spoke to nominees for the women’s entrepreneur of the year award: Mireia Crispin-Ortuzar, CEO of 52 North Health; Anita Grigoriadis, CEO of PharosAI; and Maria Giovanna Lizio, Founder of WILD-Imaging Technology.

HeartFlow Takes Another Crack At Public Markets With $100M IPO Filing

 
• By 

AI heart imaging company HeartFlow filed for a $100m IPO after scrapping its 2022 SPAC plans. It remains unprofitable but is betting on FDA clearances, Medicare coverage and a demand for AI-powered diagnostics to win over investors.

More from Digital Technologies

HeartFlow Takes Another Crack At Public Markets With $100M IPO Filing

 
• By 

AI heart imaging company HeartFlow filed for a $100m IPO after scrapping its 2022 SPAC plans. It remains unprofitable but is betting on FDA clearances, Medicare coverage and a demand for AI-powered diagnostics to win over investors.

Abbott Lowers Outlook But Headwinds Are Temporary

 

Despite headwinds, executives remain optimistic about growth in Abbott’s medical devices and diabetes divisions and plan several product rollouts, including the Volt PFA catheter for electrophysiology and the dual glucose-ketone sensor CGM.

Numerous Injuries Prompt Class I Recall Of Dexcom CGM Receivers

 

Dexcom has recalled several models of its glucose monitoring receivers due to a speaker glitch that may suppress vital blood sugar alerts. The FDA designated the recall, which affects thousands of devices, as class I.