AI-Human “hive mind ” diagnoses pneumonia

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First, it correctly predicted the top four finishers at the Kentucky Derby. Then, it was better at picking Academy Award winners than professional movie critics—three years in a row. The cherry on top was when it prophesied that the Chicago Cubs would end a 108-year dry spell by winning the 2016 World Series—four months before the Cubs were even in the playoffs. (They did.)

Now, this AI-powered predictive technology is turning its attention to an area where it could do some real good—diagnosing medical conditions.

In a study presented on Monday at the SIIM Conference on Machine Intelligence in Medical Imaging in San Francisco, Stanford University doctors showed that eight radiologists interacting through Unanimous AI’s “swarm intelligence” technology were better at diagnosing pneumonia from chest X-rays than individual doctors or a machine-learning program alone.

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Crowdfunding – Finding Money in the Crowds

Crowdfunding and bootstrappers are a marriage made in heaven


If you know anything about crowdsourcing, you will need to pay close attention to what’s happening in the area of crowdfunding. Whatever startup venture you may be working on, there seems to be a crowdfunding option waiting for you. To start here are 11 examples of crowdfunding, many of them in creative domains.

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