How Accurate Could a Computer Be at Diagnosing Depression?
Researchers have developed computer software that can diagnose clinical depression by noticing how people behave during psychiatric interviews.
Researchers have developed computer software that can accurately diagnose clinical depression by noticing how people behave during psychiatric interviews. But unlike long discussions about family history and mental feelings, the software gauges biomarkers that are thought to be more objective than a psychiatric evaluation.
Developed by researchers at the University of Southern California and Carnegie Mellon University, the software tracks how a person moves during a video-recorded interview, taking its cues from three primary biological indications.
How long you hold a smile and how often you look at the ground can diagnose clinical depression with 75 percent accuracy. By analyzing speech pattern, the test becomes 85 percent accurate.
One qualitative standard used by psychiatrists to diagnose depression is the pronunciation of vowels — depressed people tend to slur them. "The software found that depressed participants’ vowel-space ratio in normal speech was 0.49 (compared with 1.0 for a reference population reading a standard word list)."
While the software isn't designed to replace psychiatric evaluations performed by trained mental health professionals, it could relieve some pressure from doctors' often-busy schedules. But the real benefit would be alleviating the pain sooner of those suffering from depression.
Technology has replaced labor in industrial sectors for decades, but more advanced industries, from law to medicine, are also at risk of being replaced by automation. Andrew McAfee, associate director of the Center for Digital Business at the MIT Sloan School of Management, explains:
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The navigation tool has placed a school in the sea, among other things.
- Google has apologized for the sudden instability of its maps in Japan.
- Errors may stem from Google's long-time map data provider Zenrin – or from the cancellation of its contract.
- Speculation on the latter option caused Zenrin shares to drop 16% last Friday.
This gives credence to the 5-2 diet, which has recently gained in popularity thanks to a large celebrity following.
Chances are you're probably thinking about food right now in some capacity. Maybe it's close to dinner and you're wondering what you are going to eat. Maybe you had a really good lunch and are fondly reminiscing about your BLT, or whatnot. Or maybe, just maybe, you're thinking about not eating food for a while.
A new computer model solves a pair of Jovian riddles.
- Astronomers have wondered how a gas giant like Jupiter could sit in the middle of our solar system's planets.
- Also unexplained has been the pair of asteroid clusters in front of and behind Jupiter in its orbit.
- Putting the two questions together revealed the answer to both.
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