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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