Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks

Joshua Lemmon, Lin Lawrence Guo, Ethan Steinberg, Keith E. Morse, Scott Lanyon Fleming, Catherine Aftandilian, Stephen R. Pfohl, José D. Posada, Nigam Shah, Jason Alan Fries, Lillian Sung. Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks. JAMIA, 30(12):2004-2011, November 2023. [doi]

@article{LemmonGSMFAPPSFS23,
  title = {Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks},
  author = {Joshua Lemmon and Lin Lawrence Guo and Ethan Steinberg and Keith E. Morse and Scott Lanyon Fleming and Catherine Aftandilian and Stephen R. Pfohl and José D. Posada and Nigam Shah and Jason Alan Fries and Lillian Sung},
  year = {2023},
  month = {November},
  doi = {10.1093/jamia/ocad175},
  url = {https://doi.org/10.1093/jamia/ocad175},
  researchr = {https://researchr.org/publication/LemmonGSMFAPPSFS23},
  cites = {0},
  citedby = {0},
  journal = {JAMIA},
  volume = {30},
  number = {12},
  pages = {2004-2011},
}