Gary, interesting post. Wondering why we think an AI program can only process images? can it not process all the symptoms, case history etc & then come up with a good diagnosis? (Hope an AI program is never intended to replace a human radiologist & be a good complement)
Thank you, @AMPimaging, your help clarifying why radiology isn't just about recognizing patterns in images
[passage below from @MaxALittle and myself in https://www.statnews.com/2019/10/23/advancing-ai-health-care-trust/ …] https://twitter.com/AMPimaging/status/1188099510389608453 …pic.twitter.com/lkRDj7Jy2I
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not saying it cannot be done; but our best current techniques can’t actually read, so it limits things. see chapters 3 and 4 in http://rebooting.ai
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I recently had shoulder dislocation & my MRI suggested that it was a acute labrum tear. I'm so frustrated at this point. No doctor could clearly tell if I need an arthroscopic surgery or not
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What basically doctors did I can easily train a classifier plus also store previous record of patient. Doctors need to get better than just correlating previous records and reading images
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Also Gary X-Ray is not at all a reliable parameter to detect cancer. It is one of the parameters. For complex problem I would definitely not trust one parameter
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