To cite AutoScore in publications use:

Xie F, Ning Y, Yuan H, Liu M, Saffari S, Chakraborty B, Liu N (2022). AutoScore: An Interpretable Machine Learning-Based Automatic Clinical Score Generator. https://CRAN.R-project.org/package=AutoScore.

Xie F, Chakraborty B, Ong M, Goldstein B, Liu N (2020). “AutoScore: A Machine Learning-Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records.” JMIR Medical Informatics, 8(10), e21798. https://doi.org/10.2196/21798.

Corresponding BibTeX entries:

  @Manual{,
    title = {{AutoScore}: An Interpretable Machine Learning-Based
      Automatic Clinical Score Generator},
    author = {Feng Xie and Yilin Ning and Han Yuan and Mingxuan Liu and
      Seyed Ehsan Saffari and Bibhas Chakraborty and Nan Liu},
    year = {2022},
    url = {https://CRAN.R-project.org/package=AutoScore},
  }

  @Article{,
    title = {AutoScore: A Machine Learning-Based Automatic Clinical
      Score Generator and Its Application to Mortality Prediction Using
      Electronic Health Records},
    author = {Feng Xie and Bibhas Chakraborty and Marcus Eng Hock Ong
      and Benjamin Alan Goldstein and Nan Liu},
    journal = {JMIR Medical Informatics},
    year = {2020},
    volume = {8},
    number = {10},
    pages = {e21798},
    url = {https://doi.org/10.2196/21798},
  }