Leveraging External Data to Make Local Predictions of Post-Surgical Opioid Use: Investigating the Role of External Validation and Transfer Learning

Chris J. Kennedy, Jayson S. Marwaha, Brendin Beaulieu-Jones, Josh Bleicher, Lyen Huang, Gabriel A. Brat. Leveraging External Data to Make Local Predictions of Post-Surgical Opioid Use: Investigating the Role of External Validation and Transfer Learning. In AMIA 2022, American Medical Informatics Association Annual Symposium, Washington, DC, USA, November 5-9, 2022. AMIA, 2022. [doi]

@inproceedings{KennedyMBBHB22,
  title = {Leveraging External Data to Make Local Predictions of Post-Surgical Opioid Use: Investigating the Role of External Validation and Transfer Learning},
  author = {Chris J. Kennedy and Jayson S. Marwaha and Brendin Beaulieu-Jones and Josh Bleicher and Lyen Huang and Gabriel A. Brat},
  year = {2022},
  url = {https://knowledge.amia.org/76677-amia-1.4637602/f007-1.4641746/f007-1.4641747/858-1.4641994/937-1.4641991},
  researchr = {https://researchr.org/publication/KennedyMBBHB22},
  cites = {0},
  citedby = {0},
  booktitle = {AMIA 2022, American Medical Informatics Association Annual Symposium, Washington, DC, USA, November 5-9, 2022},
  publisher = {AMIA},
}