EVA: Generating Longitudinal Electronic Health Records Using Conditional
Variational Autoencoders

EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders

18 December 2020

Siddharth Biswal

Walter F. Stewart

Jimeng Sun

Papers citing "EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders"

6 / 6 papers shown

Title
Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges Mahmoud Ibrahim Yasmina Al Khalil S. Amirrajab Chang Sun M. Breeuwer J. Pluim Bart Elen Gokhan Ertaylan Michel Dumontier SyDa MedIm 33 7 0 27 Jun 2024
Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference Hongda Sun Hongzhan Lin Rui Yan SyDa 27 2 0 22 Dec 2023
Artificial Intelligence for In Silico Clinical Trials: A Review Zifeng Wang Chufan Gao Lucas Glass Jimeng Sun 18 11 0 16 Sep 2022
Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications Jin Li B. Cairns Jingsong Li T. Zhu SyDa 38 68 0 22 Dec 2021
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
Language as a Latent Variable: Discrete Generative Models for Sentence Compression Yishu Miao Phil Blunsom 201 223 0 23 Sep 2016