Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare

Lin Lawrence Guo, Keith E. Morse, Catherine Aftandilian, Ethan Steinberg, Jason Alan Fries, José D. Posada, Scott Lanyon Fleming, Joshua Lemmon, Karim Jessa, Nigam Shah, Lillian Sung. Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare. BMC Med. Inf. & Decision Making, 24(1):51, December 2024. [doi]

@article{GuoMASFPFLJSS24,
  title = {Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare},
  author = {Lin Lawrence Guo and Keith E. Morse and Catherine Aftandilian and Ethan Steinberg and Jason Alan Fries and José D. Posada and Scott Lanyon Fleming and Joshua Lemmon and Karim Jessa and Nigam Shah and Lillian Sung},
  year = {2024},
  month = {December},
  doi = {10.1186/s12911-024-02449-8},
  url = {https://doi.org/10.1186/s12911-024-02449-8},
  researchr = {https://researchr.org/publication/GuoMASFPFLJSS24},
  cites = {0},
  citedby = {0},
  journal = {BMC Med. Inf. & Decision Making},
  volume = {24},
  number = {1},
  pages = {51},
}