FairCare: Adversarial training of a heterogeneous graph neural network with attention mechanism to learn fair representations of electronic health records

Yan Wang 0028, Ruochi Zhang, Qian Yang, Qiong Zhou, Shengde Zhang, Yusi Fan, Lan Huang 0002, Kewei Li, Fengfeng Zhou. FairCare: Adversarial training of a heterogeneous graph neural network with attention mechanism to learn fair representations of electronic health records. Inf. Process. Manage., 61(2):103682, March 2024. [doi]

@article{WangZYZZFHLZ24,
  title = {FairCare: Adversarial training of a heterogeneous graph neural network with attention mechanism to learn fair representations of electronic health records},
  author = {Yan Wang 0028 and Ruochi Zhang and Qian Yang and Qiong Zhou and Shengde Zhang and Yusi Fan and Lan Huang 0002 and Kewei Li and Fengfeng Zhou},
  year = {2024},
  month = {March},
  doi = {10.1016/j.ipm.2024.103682},
  url = {https://doi.org/10.1016/j.ipm.2024.103682},
  researchr = {https://researchr.org/publication/WangZYZZFHLZ24},
  cites = {0},
  citedby = {0},
  journal = {Inf. Process. Manage.},
  volume = {61},
  number = {2},
  pages = {103682},
}