Machine learning models to predict 6-month mortality risk in 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.
Authors
- Jianwei Zheng (ORCID: https://orcid.org/0000-0002-3930-228X)
- Guojuan Chen (ORCID: https://orcid.org/0000-0002-4038-2694)
- Huimin Xiao (ORCID: https://orcid.org/0000-0001-5468-301X)
- Yitao Wei
- Zheng Zhu (ORCID: https://orcid.org/0000-0001-9651-8311)
- Hong Wu (ORCID: https://orcid.org/0000-0001-7066-8039)
- Wan Cheng (ORCID: https://orcid.org/0000-0002-7873-9740)
- Yuanfeng Lu (ORCID: https://orcid.org/0000-0002-9194-0983)
Institutions
- Fujian Medical University (CN)
- Fudan University (CN)
- Fujian Provincial Hospital (CN)
- Union Hospital (CN)
Publication Details
- Journal
- Asia-Pacific Journal of Oncology Nursing
- Published
- 2025-03-06
- DOI
- https://doi.org/10.1016/j.apjon.2025.100679
- Primary Topic
- Palliative Care and End-of-Life Issues
- Type
- article
- Field-Weighted Citation Impact
- 0.00