Evaluating Model Performance in Medical Datasets Over Time

Helen Zhou, Yuwen Chen, Zachary C. Lipton. Evaluating Model Performance in Medical Datasets Over Time. In Bobak J. Mortazavi, Tasmie Sarker, Andrew Beam, Joyce C. Ho, editors, Conference on Health, Inference, and Learning, CHIL 2023, Broad Institute of MIT and Harvard (Merkin Building), 415 Main Street, Cambridge, MA, USA. Volume 209 of Proceedings of Machine Learning Research, pages 498-508, PMLR, 2023. [doi]

@inproceedings{ZhouCL23-3,
  title = {Evaluating Model Performance in Medical Datasets Over Time},
  author = {Helen Zhou and Yuwen Chen and Zachary C. Lipton},
  year = {2023},
  url = {https://proceedings.mlr.press/v209/zhou23a.html},
  researchr = {https://researchr.org/publication/ZhouCL23-3},
  cites = {0},
  citedby = {0},
  pages = {498-508},
  booktitle = {Conference on Health, Inference, and Learning, CHIL 2023, Broad Institute of MIT and Harvard (Merkin Building), 415 Main Street, Cambridge, MA, USA},
  editor = {Bobak J. Mortazavi and Tasmie Sarker and Andrew Beam and Joyce C. Ho},
  volume = {209},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}