Synthetic Observational Health Data with GANs: from slow adoption to a
boom in medical research and ultimately digital twins?

Synthetic Observational Health Data with GANs: from slow adoption to a boom in medical research and ultimately digital twins?

27 May 2020

Jeremy Georges-Filteau

Papers citing "Synthetic Observational Health Data with GANs: from slow adoption to a boom in medical research and ultimately digital twins?"

10 / 10 papers shown

Title
Rapid Review of Generative AI in Smart Medical Applications Yuan Sun Jorge Ortiz MedIm 37 12 0 08 Jun 2024
A primer on synthetic health data Jennifer Anne Bartell Sander Boisen Valentin Anders Krogh Henning Langberg Martin Bøgsted 26 1 0 31 Jan 2024
Methods for generating and evaluating synthetic longitudinal patient data: a systematic review Katariina Perkonoja Kari Auranen Joni Virta SyDa 19 3 0 21 Sep 2023
Synthetic data generation for a longitudinal cohort study -- Evaluation, method extension and reproduction of published data analysis results Lisa Kühnel Julian Schneider Ines Perrar Tim Adams F. Prasser U. Nöthlings Holger Fröhlich Juliane Fluck 27 5 0 12 May 2023
A review of Generative Adversarial Networks for Electronic Health Records: applications, evaluation measures and data sources Ghadeer O. Ghosheh Jin Li T. Zhu 27 32 0 14 Mar 2022
Game of GANs: Game-Theoretical Models for Generative Adversarial Networks Monireh Mohebbi Moghadam Bahar Boroumand Mohammad Jalali Arman Zareian Alireza Daei Javad M. Manshaei Marwan Krunz GAN 34 27 0 13 Jun 2021
MACE: A Flexible Framework for Membership Privacy Estimation in Generative Models Yixi Xu S. Mukherjee Xiyang Liu Shruti Tople Rahul Dodhia J. L. Ferres MIACV 19 11 0 11 Sep 2020
Threats to Federated Learning: A Survey Lingjuan Lyu Han Yu Qiang Yang FedML 193 434 0 04 Mar 2020
Secure and Robust Machine Learning for Healthcare: A Survey A. Qayyum Junaid Qadir Muhammad Bilal Ala I. Al-Fuqaha AAML OOD 45 374 0 21 Jan 2020
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks E. Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 150 569 0 19 Mar 2017