How good is your synthetic data? SynthRO, a dashboard to evaluate and benchmark synthetic tabular data

Abstract Background The exponential growth in patient data collection by healthcare providers, governments, and private industries is yielding large and diverse datasets that offer new insights into critical medical questions. Leveraging extensive computational resources, Machine Learning and Artifi...

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Autori principali:	Gabriele Santangelo, Giovanna Nicora, Riccardo Bellazzi, Arianna Dagliati
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	BMC 2025-02-01
Serie:	BMC Medical Informatics and Decision Making
Soggetti:	Synthetic data Synthetic Tabular Data evaluation Benchmarking Tools Utility and privacy evaluation Electronic Health Records (EHRs)
Accesso online:	https://doi.org/10.1186/s12911-024-02731-9
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