Evaluation of the Synthetic Electronic Health Records

16 October 2022

Papers citing "Evaluation of the Synthetic Electronic Health Records"

7 / 7 papers shown

Title
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models Ahmed Alaa B. V. Breugel Evgeny S. Saveliev M. Schaar 107 198 0 17 Feb 2021
Conditional Wasserstein GAN-based Oversampling of Tabular Data for Imbalanced Learning Justin Engelmann Stefan Lessmann 69 231 0 20 Aug 2020
Modeling Tabular data using Conditional GAN Lei Xu Maria Skoularidou Alfredo Cuesta-Infante K. Veeramachaneni CML MU SyDa GAN 123 1,266 0 01 Jul 2019
Improved Precision and Recall Metric for Assessing Generative Models Tuomas Kynkaanniemi Tero Karras S. Laine J. Lehtinen Timo Aila EGVM 105 867 0 15 Apr 2019
Synthesizing Tabular Data using Generative Adversarial Networks L. Xu K. Veeramachaneni CML GAN 84 252 0 27 Nov 2018
Assessing Generative Models via Precision and Recall Mehdi S. M. Sajjadi Olivier Bachem Mario Lucic Olivier Bousquet Sylvain Gelly EGVM 97 584 0 31 May 2018
Differentially Private Generative Adversarial Network Liyang Xie Kaixiang Lin Shu Wang Fei Wang Jiayu Zhou SyDa 97 502 0 19 Feb 2018