4 ms·
I can’t grasp what this is about. It starts saying it enables hospital to store and process their data onsite (not really an innovation in any way) but then lat
by soared 2y ago
I can’t grasp what this is about. It starts saying it enables hospital to store and process their data onsite (not really an innovation in any way) but then later says the hospital computers still contact a main server for analysis. So is this just on premise data analysis (“ai”) but also cloud?
- jdylanm 2y agoSounds like they use a method called federated learning. I.e. each site can train a local model on their own data and then share model parameters to a central entity that aggregates several sites model parameters. Superior performance can then be achieved (and also raw training data between sites are not shared).
- diggan 2y agoI understood it as this: Hospitals keep the data locally and run AI analysis on-site. They then exchange certain parameters (not the raw data) with a central server, which uses these parameters to update and improve the model. The central server doesn't run the models or process the data itself, it's just used to refine the AI models that the hospitals are using locally. Someone please correct me if I understood it wrong.