To cite AutoScore in publications use:

Xie F, Ning Y, Yuan H, Liu M, Saffari SE, Chakraborty B, Liu N. Package 'AutoScore': An Interpretable Machine Learning-Based Automatic Clinical Score Generator. R package version, 2022. Available from: cran.r-project.org/web/packages/AutoScore/AutoScore.pdf

Xie F, Chakraborty B, Ong MEH, Goldstein BA, Liu N. AutoScore: A Machine Learning-Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records. JMIR Med Inform. 2020;8(10):e21798. Published 2020 Oct 21.<doi: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},
  }