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I currently have a cohort model in PyTorch (well Pyro) and we will gather data from 10+ centers during a trial. That sort of collection was difficult to get ag

I currently have a cohort model in PyTorch (well Pyro) and we will gather data from 10+ centers during a trial. That sort of collection was difficult to get agreement for, and it will be interesting to see how this sort of thing could help. If we could have the data stay in the hospitals we would get more data I suspect.

tylermac1 8y ago
I'm currently working with on-site hospital data and have been designing our own in-house federated library on top of Keras to train in-aggregate while leaving all data on-site.