The apps you use on your phone could help diagnose your cognitive health

Differences in the way healthy and cognitively impaired individuals used their smartphones were enough to tell them apart.
How they did it: Apple researchers monitored the app usage of 113 adults between the ages of 60 and 75 over 12 weeks. Thirty-one of them had clinically diagnosed cognitive impairment; 82 were healthy. For every session—from the moment users unlocked their phones to the moment they locked them again—the researchers logged the sequences of apps used and categorized the sessions into different types. The data was used to train a machine-learning model.
The results: The model was able to distinguish healthy from cognitively impaired users roughly 80% of the time, or 30% more often than chance. The results also showed that the context in which apps were used was important to the model’s prediction. An app like Messages used alone, for example, was strongly associated with a healthy individual, but used together with Mail was more strongly associated with a cognitively impaired individual.
Why it matters: Around 15% to 20% of people 65 and older suffer from mild cognitive impairment, which affects memory and thinking skills and increases the risk of developing Alzheimer’s. Early diagnosis and treatment could help reverse the symptoms.
Future work: Apple has been conducting similar studies for a while now, but it’s still unclear how they intend to apply the results. This study in particular has been conducted on a very limited number of users and considers simple statistics on app usage. The researchers hope to incorporate richer data into their analysis, including the order in which apps are used, the time of day, and the users’ movements.
Deep Dive
Artificial intelligence

Meta has built a massive new language AI—and it’s giving it away for free
Facebook’s parent company is inviting researchers to pore over and pick apart the flaws in its version of GPT-3

The dark secret behind those cute AI-generated animal images
Google Brain has revealed its own image-making AI, called Imagen. But don't expect to see anything that isn't wholesome.

The hype around DeepMind’s new AI model misses what’s actually cool about it
Some worry that the chatter about these tools is doing the whole field a disservice.

Yann LeCun has a bold new vision for the future of AI
One of the godfathers of deep learning pulls together old ideas to sketch out a fresh path for AI, but raises as many questions as he answers.
Stay connected

Get the latest updates from
MIT Technology Review
Discover special offers, top stories, upcoming events, and more.