This paper is in the following e-collection/theme issue:

Advanced Data Analytics in eHealth (142) Data Science (278) Machine Learning (1501) Big Data (245) Clinical Information and Decision Making (1434)

Published on in Vol 11 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/47859, first published .
Synthetic Tabular Data Based on Generative Adversarial Networks in Health Care: Generation and Validation Using the Divide-and-Conquer Strategy

Synthetic Tabular Data Based on Generative Adversarial Networks in Health Care: Generation and Validation Using the Divide-and-Conquer Strategy

Synthetic Tabular Data Based on Generative Adversarial Networks in Health Care: Generation and Validation Using the Divide-and-Conquer Strategy

Authors of this article:

Ha Ye Jin Kang1, 2 Author Orcid Image ;   Erdenebileg Batbaatar3 Author Orcid Image ;   Dong-Woo Choi3 Author Orcid Image ;   Kui Son Choi3, 4 Author Orcid Image ;   Minsam Ko1, 5 Author Orcid Image ;   Kwang Sun Ryu2, 3 Author Orcid Image
Article Authors Cited by (3) Tweetations (2) Metrics

Ha Ye Jin Kang   1, 2 * , MS ;   Erdenebileg Batbaatar   3 * , PhD ;   Dong-Woo Choi   3 , PhD ;   Kui Son Choi   3, 4 , PhD, Prof Dr ;   Minsam Ko   1, 5 , PhD, Prof Dr ;   Kwang Sun Ryu   2, 3 , PhD, Prof Dr

1 Department of Applied Artificial Intelligence, Hanyang University, Ansan, Republic of Korea

2 Department of Cancer AI & Digital Health, Graduate School of Cancer Science and Policy, National Cancer Center, Gyeonggi-do, Republic of Korea

3 National Cancer Data Center, National Cancer Control Institute, National Cancer Center, Gyeonggi-do, Republic of Korea

4 Department of Cancer Control and Policy, Graduate School of Cancer Science and Policy, National Cancer Center, Gyeonggi-do, Republic of Korea

5 Department of Human-Computer Interaction, Hanyang University, Ansan, Republic of Korea

*these authors contributed equally

Corresponding Author:

  • Kwang Sun Ryu, PhD, Prof Dr
  • National Cancer Data Center
  • National Cancer Control Institute
  • National Cancer Center
  • 323 Ilsan-ro, Ilsandong-gu, Goyang-si
  • Gyeonggi-do, 10408
  • Republic of Korea
  • Phone: 82 31-920-0652
  • Email: niceplay13@ncc.re.kr