A Deep Learning-Based Unsupervised Method to Impute Missing Values in Patient Records for Improved Management of Cardiovascular Patients

Da Xu, Jessica Qiuhua Sheng, Paul Jen-Hwa Hu, Ting Shuo Huang, Chih-Chin Hsu. A Deep Learning-Based Unsupervised Method to Impute Missing Values in Patient Records for Improved Management of Cardiovascular Patients. IEEE Transactions on Information Technology in Biomedicine, 25(6):2260-2272, 2021. [doi]

@article{XuSHHH21,
  title = {A Deep Learning-Based Unsupervised Method to Impute Missing Values in Patient Records for Improved Management of Cardiovascular Patients},
  author = {Da Xu and Jessica Qiuhua Sheng and Paul Jen-Hwa Hu and Ting Shuo Huang and Chih-Chin Hsu},
  year = {2021},
  doi = {10.1109/JBHI.2020.3033323},
  url = {https://doi.org/10.1109/JBHI.2020.3033323},
  researchr = {https://researchr.org/publication/XuSHHH21},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Information Technology in Biomedicine},
  volume = {25},
  number = {6},
  pages = {2260-2272},
}