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...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Gabriele Santangelo, Giovanna Nicora, Riccardo Bellazzi, Arianna Dagliati
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	BMC 2025-02-01
Цуврал:	BMC Medical Informatics and Decision Making
Нөхцлүүд:	Synthetic data Synthetic Tabular Data evaluation Benchmarking Tools Utility and privacy evaluation Electronic Health Records (EHRs)
Онлайн хандалт:	https://doi.org/10.1186/s12911-024-02731-9
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!