[China] Machine learning models to predict 6-month mortality risk in home-based hospice patients with advanced cancer
07/26/25 at 03:05 AM
[China] Machine learning models to predict 6-month mortality risk in home-based hospice patients with advanced cancer
Asia-Pacific Journal of Oncology Nursing; by Wan Cheng, Jianwei Zheng,Yuanfeng Lu, Guojuan Chen, Zheng Zhu, Hong Wu, Yitao Wei, Huimin Xiao; 12/25
This study aimed to construct predictive models using five different machine learning algorithms for predicting 6-month mortality risk among home-based hospice patients with advanced cancer. Our study demonstrated that routinely collected healthcare data on the first home visit have the potential to help screen high-risk patients, which may provide evidence for targeted hospice care.