To cite ludic in publications, please use:

Hejblum BP, Weber G, Liao KP, Palmer N, Churchill S, Szolovits P, Murphy S, Kohane I, Cai T (2019). “Probabilistic Record Linkage of De-Identified Research Datasets Using Diagnosis Codes.” Scientific Data, 6, 180298. doi:10.1038/sdata.2018.298, R package version 0.2.0, https://doi.org/10.1038/sdata.2018.298.

Zhang HG, Hejblum BP, Weber G, Palmer N, Churchill S, Szolovits P, Murphy S, Liao KP, Kohane I, Cai T (2021). “ATLAS: An automated association test using probabilistically linked health records with application to genetic studies.” JAMIA, in press. doi:10.1101/2021.05.02.21256490, R package version 0.2.0, https://doi.org/10.1101/2021.05.02.21256490.

We have invested a lot of time and efforts in implementing ludic, please cite it when using it for data analysis, research or any other purpose.

Corresponding BibTeX entries:

  @Article{,
    title = {Probabilistic Record Linkage of De-Identified Research
      Datasets Using Diagnosis Codes},
    author = {Boris P Hejblum and Griffin Weber and Katherine P Liao
      and Nathan Palmer and Susanne Churchill and Peter Szolovits and
      Shawn Murphy and Isaac Kohane and Tianxi Cai},
    journal = {Scientific Data},
    year = {2019},
    volume = {6},
    pages = {180298},
    doi = {10.1038/sdata.2018.298},
    url = {https://doi.org/10.1038/sdata.2018.298},
    note = {R package version 0.2.0},
  }

  @Article{,
    title = {ATLAS: An automated association test using
      probabilistically linked health records with application to
      genetic studies},
    author = {Harrison G Zhang and Boris P Hejblum and Griffin Weber
      and Nathan Palmer and Susanne Churchill and Peter Szolovits and
      Shawn Murphy and Katherine P Liao and Isaac Kohane and Tianxi
      Cai},
    journal = {JAMIA},
    year = {2021},
    pages = {in press},
    doi = {10.1101/2021.05.02.21256490},
    url = {https://doi.org/10.1101/2021.05.02.21256490},
    note = {R package version 0.2.0},
  }