Marketplace Tech

How to ensure fairness in machine learning models for diagnosing illness


Listen Later

Physicians and medical experts are starting to incorporate algorithms and machine learning in many parts of the health care system, including experimental models to analyze images from X-rays and brain scans. The goal is to use computers to improve detection and diagnosis of patients’ ailments. Such models are trained to identify tumors, skin lesions and more, using databases full of reference scans or images. But there are also potential biases within the data that could result in skewed diagnoses from these machine learning models. Marketplace’s Kimberly Adams spoke to María Agustina Ricci, a biomedical engineer who is pursuing a Ph.D. at the Hospital Italiano de Buenos Aires in Argentina. She has studied how the disparities between low-income and developed countries could worsen, or create, these biases.

...more
View all episodesView all episodes
Download on the App Store

Marketplace TechBy Marketplace

  • 4.4
  • 4.4
  • 4.4
  • 4.4
  • 4.4

4.4

77 ratings


More shows like Marketplace Tech

View all
Planet Money by NPR

Planet Money

30,609 Listeners

Marketplace by Marketplace

Marketplace

8,801 Listeners

Marketplace Morning Report by Marketplace

Marketplace Morning Report

941 Listeners

Marketplace All-in-One by Marketplace

Marketplace All-in-One

1,390 Listeners

Marketplace Tech by Marketplace

Marketplace Tech

1,290 Listeners

Motley Fool Money by The Motley Fool

Motley Fool Money

3,228 Listeners

WSJ Your Money Briefing by The Wall Street Journal

WSJ Your Money Briefing

1,713 Listeners

Pivot by New York Magazine

Pivot

9,724 Listeners

WSJ Tech News Briefing by The Wall Street Journal

WSJ Tech News Briefing

1,649 Listeners

Make Me Smart by Marketplace

Make Me Smart

5,480 Listeners

The Daily by The New York Times

The Daily

113,121 Listeners

Bold Names by The Wall Street Journal

Bold Names

1,448 Listeners

The Indicator from Planet Money by NPR

The Indicator from Planet Money

9,556 Listeners

Composers Datebook by American Public Media

Composers Datebook

10 Listeners

Piano Puzzler by American Public Media

Piano Puzzler

35 Listeners

Hard Fork by The New York Times

Hard Fork

5,576 Listeners

The Ezra Klein Show by New York Times Opinion

The Ezra Klein Show

16,525 Listeners