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limebit / medmodels

MedModels is a high-speed RWE framework to apply the latest methods from scientific research to medical data.
https://www.medmodels.de
BSD 3-Clause "New" or "Revised" License
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MTGAN #150

Open MarIniOnz opened 1 month ago

MarIniOnz commented 1 month ago

Introduce MTGAN as an extra feature to MedModels. It would be the first one belonging to the module "_datasynthesis".

MTGAN is a generative adversarial network designed specifically for synthesizing electronic health records (EHR) data. It focuses on generating multi-label, time-sensitive patient data accurately, capturing the temporal dynamics and correlations inherent in real-world medical histories.

This will enable the to generate realistic synthetic MedRecords for various applications while preserving patient privacy.

MarIniOnz commented 1 month ago

Add connection between Schema and Postprocessing, so the nature of the MedRecordAttributes can be inferred from it. @JabobKrauskopf