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.