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This is the kind of dataset it would be super cool to train a generative AI model on. I can picture (naively) being able to generate cells with specific conditi
by version_five 4y ago
This is the kind of dataset it would be super cool to train a generative AI model on. I can picture (naively) being able to generate cells with specific conditions that are rarely or never seen, and being able to dial up and down different features to look at how they affect diagnostics or whatever else you might do with these images. I hope that's on their radar
- hyperific 4y agoI was at the CytoData conference at the Allen Institute a few months ago and there were several talks specifically about this. https://youtu.be/kF9cd7iw1YI https://youtu.be/kF9cd7iw1YI
- version_five 4y agoThank you that looks very interesting
- ddri 4y agoThank you, this looks fascinating. Sounds like a great conference too.
- primitivesuave 4y agoYou actually do have access to the dataset here with some links to Quilt: https://www.allencell.org/genomics.html https://www.allencell.org/genomics.html I am sure you could get the raw data for peer review purposes, by emailing the contact on that page. Your idea sounds really interesting!
- version_five 4y agoCan you help me understand where the image dataset is? I'm not familiar with the terminology here and when I look I see what I think is gene sequence data
- sooheon 4y agoProbably a mislink. See here: https://www.allencell.org/data-downloading.html#sectionVariance https://www.allencell.org/data-downloading.html#sectionVaria...
- version_five 4y agoYes that makes more sense, thanks!