Generating synthetic mixed discrete-continuous health records with mixed sum-product networks
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DOI: 10.1093/jamia/ocac184
Abstract: OBJECTIVE Privacy is a concern whenever individual patient health data is exchanged for scientific research. We propose using mixed sum-product networks (MSPNs) as private representations of data and take samples from the network to generate… read more here.
Keywords: health; synthetic data; mixed discrete; sum product ... See more keywords