Evaluating the Potential of Machine Learning and Wearable Devices in End-of-Life Care in Predicting 7-Day Death Events Among Patients With Terminal Cancer: Cohort Study

• Main Authors: Jen-Hsuan Liu (Author), Chih-Yuan Shih (Author), Hsien-Liang Huang (Author), Jen-Kuei Peng (Author), Shao-Yi Cheng (Author), Jaw-Shiun Tsai (Author), Feipei Lai (Author)
• Formato: Livro
• Publicado em: JMIR Publications, 2023-08-01T00:00:00Z.
• Assuntos: article
• Acesso em linha: Connect to this object online.

BackgroundAn accurate prediction of mortality in end-of-life care is crucial but presents challenges. Existing prognostic tools demonstrate moderate performance in predicting survival across various time frames, primarily in in-hospital settings and single-time evaluations. However, these tools may...