European journal of cardiovascular nursing
The Voice of Decompensation: An Explainable Machine Learning Approach to Assessing Heart Failure Severity.
Yi Yang, Bochao Zhao, Dire Ying, Ping Han, Ying Wang, Keyao Liu, Zhenyue Gao, Sen Zhang, Wendong Xiao, Qiaoqin Wan
Published: 202610.1093/eurjcn/zvag003
Abstract
AIM: Heart failure (HF) is characterized by high morbidity and frequent hospital readmissions, highlighting the need for scalable out-of-hospital monitoring to support post-discharge nursing care. We aimed to: (1) develop a HF-tailored, user-friendly…
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