Lisa Pilgram

Protecting patient privacy in tabular synthetic health data: a regulatory perspective

2025 · 4 Zit. · npj Digital Medicine

Should we synthesize more than we need: impact of synthetic data generation for high-dimensional cross-sectional medical data

2025 · 1 Zit. · Journal of the American Medical Informatics Association

Synthetic Data Generation for Augmenting Small Samples

2025 · 1 Zit. · ArXiv.org

Augmenting small tabular health data for training prognostic ensemble machine learning models using generative models

2025 · 0 Zit. · BMC Medical Informatics and Decision Making

Magnitude and Impact of Hallucinations in Tabular Synthetic Health Data on Prognostic Machine Learning Models: Validation Study

2025 · 0 Zit. · Journal of Medical Internet Research