Saturday, June 20, 2015

How A Machine Learned To Spot Depression

Mind-blowing. Excerpt:
I'm in a booth with a computer program called Ellie. She's on a screen in front of me.
Ellie was designed to diagnose post-traumatic stress disorder and depression, and when I get into the booth she starts asking me questions — about my family, my feelings, my biggest regrets. 
Emotions seem really messy and hard for a machine to understand. But Skip Rizzo, a psychologist who helped design Ellie, thought otherwise. 
When I answer Ellie's questions, she listens. But she doesn't process the words I'm saying. She analyzes my tone. A camera tracks every detail of my facial expressions. 
"Contrary to popular belief, depressed people smile as many times as non-depressed people," Rizzo says. "But their smiles are less robust and of less duration. It's almost like polite smiles rather than real, robust, coming from your inner-soul type of a smile"...
Read more in NPR.

Why Women Aren’t C.E.O.s, According to Women Who Almost Were

"It’s not a pipeline problem. It’s about loneliness, competition and deeply rooted barriers." Read more in the NYT .