Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV

Nicholas I-Hsien Kuo, Federico Garcia, Anders Sönnerborg, Michael Böhm, Rolf Kaiser, Maurizio Zazzi, Mark N. Polizzotto, Louisa Jorm, Sebastiano Barbieri. Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV. Journal of Biomedical Informatics, 144:104436, August 2023. [doi]

@article{KuoGSBKZPJB23,
  title = {Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV},
  author = {Nicholas I-Hsien Kuo and Federico Garcia and Anders Sönnerborg and Michael Böhm and Rolf Kaiser and Maurizio Zazzi and Mark N. Polizzotto and Louisa Jorm and Sebastiano Barbieri},
  year = {2023},
  month = {August},
  doi = {10.1016/j.jbi.2023.104436},
  url = {https://doi.org/10.1016/j.jbi.2023.104436},
  researchr = {https://researchr.org/publication/KuoGSBKZPJB23},
  cites = {0},
  citedby = {0},
  journal = {Journal of Biomedical Informatics},
  volume = {144},
  pages = {104436},
}