GAFAMS, STARTUPS & INNOVATION IN HEALTHCARE by PHARMAGEEK
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DR. FACEBOOK : Your Facebook Posts Can Reveal If You're Depressed

DR. FACEBOOK : Your Facebook Posts Can Reveal If You're Depressed | GAFAMS, STARTUPS & INNOVATION IN HEALTHCARE by PHARMAGEEK | Scoop.it

Researchers used people's Facebook data and their medical records to detect early symptoms of a mental health problem.

 

In research described the Proceedings of the National Academy of Sciences, scientists analyzed language from study participants' Facebook status updates to predict future diagnoses of depression. The researchers say their technique could lead to a screening tool that identifies people in need of mental health support and formal diagnosis, while raising serious questions about health privacy.

 

If this line of inquiry sounds familiar, you're not imagining things: Scientists have been studying the association between Facebook and the mental state of its users for years—often without the consent of the people being examined study subjects.

 

Earlier this decade, scientists at Facebook and Cornell conducted an infamous emotional contagion study, which targeted the moods and relationships of more than half a million Facebook users without their knowledge. 

 

But many scientists continue to use above-board research methods to access Facebook's data.

 

For instance: By asking study participants to provide their consent, log into their accounts, and share their data—all in person—to provide one-time access to said data. The overhead is tremendous; it can take years to amass a large enough sample population using in-person study recruitment.

 

Yet the effort can be worth it to social science researchers, many of whom regard Facebook's trove of user information as the most significant data repository in the history of their field.

 

read more at https://www.wired.com/story/your-facebook-posts-can-reveal-if-youre-depressed/

 

also check out the opinion piece referencing this post at http://wordpress.futurism.com/ai-depressed-facebook-posts/

 

 

 


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Rescooped by Lionel Reichardt / le Pharmageek from healthcare technology
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Deep learning is helping to make prosthetic arms behave more naturally  #hcsmeufr #esante #digitalhealth

Deep learning is helping to make prosthetic arms behave more naturally  #hcsmeufr #esante #digitalhealth | GAFAMS, STARTUPS & INNOVATION IN HEALTHCARE by PHARMAGEEK | Scoop.it

Deep learning is helping to make prosthetic arms behave more naturally.

 

 

Each year, more than 150,000 people have a limb amputated after an accident or for various medical reasons. Most people are then fitted with a prosthetic device that can recognize a limited number of signals to control a hand or foot, for example.

 

But Infinite Biomedical Technologies, a Baltimore startup company and another firm are taking advantage of better signal processing, pattern recognition software and other engineering advances to build new prosthetic controllers that might give amputees an easier life.

 

The key is boosting the amount of data the prosthetic arm can receive, and helping it interpret that information. “The goal for most patients is to get more than two functions, say open or close, or a wrist turn. Pattern recognition allows us to do that,” says Rahul Kaliki, CEO of Infinite. “We are now capturing more activity across the limb.”

 

Kaliki’s team of 14 employees are building the electronics that go inside other companies’ prosthetic arms. Infinite’s electronic control system, called Sense, records data from up to eight electrodes on his upper arm. Through many hours of training on the company’s tablet app, the device can detect the intent encoded in Rubin’s nerve signals when he moves his upper arm in a certain way. Sense then instructs his prosthetic hand to assume the appropriate grip.

 

read the original unedited story at  at https://www.wired.com/story/bionic-limbs-learn-to-open-a-beer/

 

 

 


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