Author

Akanta Das

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#machine learning Review Aug 2026

CoMedBench: A Multi-Source Benchmark of Synthetic Medical Data Fidelity and Downstream Utility

CoMedBench is introduced, a reproducible benchmark that evaluates a family of generators under a common clinical-validity framework and one shared training and evaluation engine, spanning static tabular and temporal downstream tasks on established critical-care datasets.

Akanta Das, Farhad Al-Amin Dipto, Mrinmoy Sarkar Anto et al. · 0 citations