The predictive role of identifying frailty in assessing the need for palliative care in the elderly: the application of machine learning algorithm

The predictive role of identifying frailty in assessing the need for palliative care in the elderly: the application of machine learning algorithm

Abstract Background Palliative care is a key component of integrated care to improve care quality and reduce hospitalization costs for patients with chronic obstructive pulmonary disease (COPD). This study aims to use machine learning algorithms to create an effective approach to the early recogniti...

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Bibliographic Details
Main Authors: Zahra Nejatifar, Ahad Alizadeh, Mohammad Amerzadeh, Shideh Omidian, Sima Rafiei
Format: Article
Language:English
Published: BMC 2025-04-01
Series:Journal of Health, Population and Nutrition
Subjects:
Frailty
Palliative care
COPD
Patients
Online Access:https://doi.org/10.1186/s41043-025-00841-2
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