Tag Archives: deep learning
24 AprArtificial Intelligence Hype
Interesting discussions about AI in healthcare at the World Medical Innovation Forum in Boston. There seems to be general agreement on this: “Artificial Intelligence is like teenage sex: everyone talks about it, nobody really knows how to do it, everyone thinks everyone else is doing it, so everyone claims they are doing it.” Don’t believe […]
Read More ...12 DecRSNA 2017 Summary: AI all the rage, access to annotated data a challenge
There is a nice description of AI in medical imaging from Signify Research that concludes, “Access to radiologist annotated data remains a major challenge for many algorithm developers, who must be prepared to invest significant time and money in data curation. Companies with innovative strategies for obtaining data will have a big advantage.” Hey, that’s what we […]
Read More ...15 JunDeep learning needs [expert] data!
“DeepMind Shows AI Has Trouble Seeing Homer Simpson’s Actions” (link), describes how machine learning (deep learning, neural networks, artificial intelligence) needs annotated data to train on so they went with Amazon’s Mechanical Turk service to create it. That works because we all have visual systems that to a great job. But some deep learning applications need expertise beyond what […]
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