Latest in Gear

Image credit:

AI predicts your lifespan using activity tracking apps

Neural networks could fill in where medical tests can't.
Jon Fingas, @jonfingas
March 30, 2018
Share
Tweet
Share

Sponsored Links

Gero

Researchers can estimate your expected lifespan based on physiological traits like your genes or your circulating blood factor, but that's not very practical on a grand scale. There may be a shortcut, however: the devices you already have on your body. Russian scientists have crafted an AI-based algorithm that uses the activity tracking from smartphones and smartwatches to estimate your lifespan with far greater precision than past models.

The team used a convolutional neural network to find the "biologically relevant" motion patterns in a large set of US health survey data and correlate that to both lifespans and overall health. It would look for not just step counts, but how often you switch between active and inactive periods -- many of the other factors in your life, such as your sleeping habits and gym visits, are reflected in those switches. After that, it was just a matter of applying the understanding to a week's worth of data from test subjects' phones. You can even try it yourself through Gero Lifespan, an iPhone app that uses data from Apple Health, Fitbit and Rescuetime (a PC productivity measurement app) to predict your longevity.

This doesn't provide a full picture of your health, as it doesn't include your diet, genetics and other crucial factors. Doctors would ideally use both mobile apps and clinical analysis to give you a proper estimate, and the scientists are quick to acknowledge that what you see here isn't completely ready for medical applications. The AI is still more effective than past approaches, though, and it could be useful for more accurate health risk models that help everything from insurance companies (which already use activity tracking as an incentive) to the development of anti-aging treatments.

All products recommended by Engadget are selected by our editorial team, independent of our parent company. Some of our stories include affiliate links. If you buy something through one of these links, we may earn an affiliate commission.
Comment
Comments
Share
Tweet
Share

Popular on Engadget

Google's COVID-19 reports show where people are obeying stay-at-home orders

Google's COVID-19 reports show where people are obeying stay-at-home orders

View
Skype rolls out 'Meet Now' calls that don't need a a sign-up or installation

Skype rolls out 'Meet Now' calls that don't need a a sign-up or installation

View
Ten years in, a look at the iPad killers that weren't

Ten years in, a look at the iPad killers that weren't

View
'Call of Duty: Modern Warfare' multiplayer is free this weekend

'Call of Duty: Modern Warfare' multiplayer is free this weekend

View
'Artemis Fowl' will debut on Disney+

'Artemis Fowl' will debut on Disney+

View

From around the web

Page 1Page 1ear iconeye iconFill 23text filevr