Xi Fang
Anhui Business College(CN)
Publications by Year
Research Areas
Ethics in Clinical Research, Privacy-Preserving Technologies in Data, Machine Learning in Healthcare, Data Analysis and Archiving, Statistical Methods and Bayesian Inference
Most-Cited Works
- → Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study(2022)65 cited
- → Validating a membership disclosure metric for synthetic health data(2022)36 cited
- → Evaluating the Utility and Privacy of Synthetic Breast Cancer Clinical Trial Data Sets(2023)22 cited
- → An evaluation of the replicability of analyses using synthetic health data(2024)21 cited
- → Can synthetic data accurately mimic oncology clinical trials?(2023)2 cited
- → Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study (Preprint)(2021)
- → A spatio-temporal graph diffusion and federated contrastive learning framework for cross-institutional educational evaluation(2025)