Publication: Applications of Machine Learning in Palliative Care: A Systematic Review
Applications of Machine Learning in Palliative Care: A Systematic Review
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Vu, E., Steinmann, N., Schröder, C., Förster, R., Aebersold, D. M., Eychmüller, S., Cihoric, N., Hertler, C., Windisch, P., & Zwahlen, D. R. (2023). Applications of Machine Learning in Palliative Care: A Systematic Review. Cancers, 15(5), 1596. https://doi.org/10.3390/cancers15051596
Abstract
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Abstract
Objective: To summarize the available literature on using machine learning (ML) for palliative care practice as well as research and to assess the adherence of the published studies to the most important ML best practices. Methods: The MEDLINE database was searched for the use of ML in palliative care practice or research, and the records were screened according to PRISMA guidelines. Results: In total, 22 publications using machine learning for mortality prediction (n = 15), data annotation (n = 5), predicting morbidity under palliati
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- Vu, Erwin
- Steinmann, Nina
- Schröder, Christina
- Aebersold, Daniel M
- Eychmüller, Steffen
- Cihoric, Nikola
- Hertler, Caroline
- Windisch, Paul
- Zwahlen, Daniel R
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Vu, E., Steinmann, N., Schröder, C., Förster, R., Aebersold, D. M., Eychmüller, S., Cihoric, N., Hertler, C., Windisch, P., & Zwahlen, D. R. (2023). Applications of Machine Learning in Palliative Care: A Systematic Review. Cancers, 15(5), 1596. https://doi.org/10.3390/cancers15051596
