The (lack of?) Science of Machine Learning for Healthcare

Matthew McDermott

The (lack of?) Science of Machine Learning for Healthcare

Matthew McDermott

Proceedings of the 4th Machine Learning for Health Symposium, PMLR 259:19-29, 2025.

Cite this Paper

BibTeX

@InProceedings{pmlr-v259-mcdermott25a,
  title = 	 {The (lack of?) Science of Machine Learning for Healthcare},
  author =       {McDermott, Matthew},
  booktitle = 	 {Proceedings of the 4th Machine Learning for Health Symposium},
  pages = 	 {19--29},
  year = 	 {2025},
  editor = 	 {Hegselmann, Stefan and Zhou, Helen and Healey, Elizabeth and Chang, Trenton and Ellington, Caleb and Mhasawade, Vishwali and Tonekaboni, Sana and Argaw, Peniel and Zhang, Haoran},
  volume = 	 {259},
  series = 	 {Proceedings of Machine Learning Research},
  month = 	 {15--16 Dec},
  publisher =    {PMLR},
  pdf = 	 {https://raw.githubusercontent.com/mlresearch/v259/main/assets/mcdermott25a/mcdermott25a.pdf},
  url = 	 {https://proceedings.mlr.press/v259/mcdermott25a.html}
}

Endnote

%0 Conference Paper
%T The (lack of?) Science of Machine Learning for Healthcare
%A Matthew McDermott
%B Proceedings of the 4th Machine Learning for Health Symposium
%C Proceedings of Machine Learning Research
%D 2025
%E Stefan Hegselmann
%E Helen Zhou
%E Elizabeth Healey
%E Trenton Chang
%E Caleb Ellington
%E Vishwali Mhasawade
%E Sana Tonekaboni
%E Peniel Argaw
%E Haoran Zhang	
%F pmlr-v259-mcdermott25a
%I PMLR
%P 19--29
%U https://proceedings.mlr.press/v259/mcdermott25a.html
%V 259

APA

McDermott, M.. (2025). The (lack of?) Science of Machine Learning for Healthcare. Proceedings of the 4th Machine Learning for Health Symposium, in Proceedings of Machine Learning Research 259:19-29 Available from https://proceedings.mlr.press/v259/mcdermott25a.html.

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