erikduhaime

4 ms·

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by erikduhaime 7y ago
That is certainly a challenge. Automated approaches of removing PHI often miss some things for the reasons you mentioned, and at the end of the day you need a person to verify that the image is free of PHI. Right now we depend on our client
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by erikduhaime 7y ago
Reach out! Contact@centaurlabs.io
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by erikduhaime 7y ago
Absolutely. Biopsy proven is great, but often not available. This is especially true when you want a very large dataset, or if it’s something like a fracture or a bleed and not cancer.
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by erikduhaime 7y ago
Yes we love zooniverse. Of course, we could do this with some non-medical tasks also. In fact, if you download the app now try out the “study break” category to classify dog breeds!
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by erikduhaime 7y ago
Not yet! I’ll have a paper on skin cancer diagnosis out soon though, stay tuned or reach out directly for more info!
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by erikduhaime 7y ago
Yes I am a huge fan of his work! He went on to found DuoLingo, which has inspired us a lot. I recommend everyone watch the talk you linked and also his TED
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by erikduhaime 7y ago
Our users participate to win cash prizes, to learn, and compete with others. Everyone loves seeing their name on a leaderboard, especially when they can improve their skills and win cash prizes at the same time! Today we’re building out our
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by erikduhaime 7y ago
thank you!!
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by erikduhaime 7y ago
The way we handle this is that we only trust our users based on their past performance on "gold standard" cases, regardless of their credentials. So if a med student (or even a layperson!) looks at cases on the app, they aren&#x2
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by erikduhaime 7y ago
Thanks!! Human-ensemble learning is exactly how we think of it. Currently our crowd already does tens of thousands of reads per day, and we expect many more in the future.
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by erikduhaime 7y ago
Hi Gigantum. We actually don't do the computer vision ourselves -- we label the data for companies that do. But your product looks very interesting. Do you work exclusively with brain imaging?
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Launch HN: Centaur Labs (YC W19) – Labeling Medical Images at Scale
61 points by erikduhaime 7y ago|25 comments