1. Medtech Insight
  2. >>Digital Technologies
  3. >>AI

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

 
• By Hannah Daniel

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
Start Free Trial

Already a subscriber?

More from AI

Veterinary Heart Health Goes High-Tech: Eko And Boehringer Use AI To Spot Heart Murmurs In Dogs

 
• By Marion Webb

Eko hopes its new partnership with Boehringer Ingelheim to develop algorithms for accurately detecting heart murmurs in dogs will pave the way for more collaborations with medical and pharmaceutical companies to advance early detection in humans as well as animals.

Prix Galien Spotlights Mental Health ‘Renaissance’ But Systemic Hurdles Persist

 
• By Natasha Barrow

Experts at the Prix Galien UK Forum discussed the future of mental health innovation, emphasizing the important roles of digital solutions, diagnostic biomarkers and community involvement.

Ellipsis Raises $45M To Expand AI Care Manager Across Health Systems

 
• By Marion Webb

Ellipsis said it will use its new funding to expand its AI-powered voice assistant Sage across health systems. Ellipsis is part of the global vocal biomarker market, which is expected to exceed $9bn by the end of 2033, according to a research market report.

Sofinnova And NVIDIA Partner To ‘Supercharge’ Computation For European Startups

 
• By Natasha Barrow

European venture capital firm Sofinnova Partners’ portfolio companies BioCorteX, Bioptimus, Cure51 and Latent Labs will benefit from the investor’s new partnership with tech giant NVIDIA.

More from Digital Technologies

Sofinnova And NVIDIA Partner To ‘Supercharge’ Computation For European Startups

 
• By Natasha Barrow

European venture capital firm Sofinnova Partners’ portfolio companies BioCorteX, Bioptimus, Cure51 and Latent Labs will benefit from the investor’s new partnership with tech giant NVIDIA.

Somnee AI-Powered Sleep Wearable Raises $10M Seed Round

 
• By Natasha Barrow

The $10m seed extension funding round will be used to launch the second-generation wearable headband with the added SmartSleep AI operating system.

Aneira Health Launches New Precision Medicine Platform Exclusively For Women

 
• By Natasha Barrow

Cecilia Lindgren, Aneira Health’s co-founder and chief science officer, said that the company has “redesigned the diagnostic model.” The subscription-based platform offers clinical-grade and AI diagnostics alongside clinical consultation.