# Machine learning models for predicting short-term progression in patients with stage 4 chronic kidney disease: a multi-center validation study

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/machine-learning-models-for-predicting-short-term-progression-in-patients-with/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Jingshu Li,Xuanyi Du,Rui Zhang,Xue Li,Jinyuan Xu,Xiangnan Song,Yisha Zhao,Li Liu,Guangyan Xu,Yuying Fan |
| Citations | 9 |
| DOI | 10.1038/s41598-025-23037-4 |
| Fields | Computer Science,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.nature.com/articles/s41598-025-23037-4.pdf |
| OpenAlex ID | https://openalex.org/W4416088572 |
| PMID | 41214104 |
| Type | article |
| Year | 2025 |

## Paper authors

- [Xiangnan Song](https://scholariq.org/researchers/xiangnan-song/)
- [Xue Li](https://scholariq.org/researchers/xue-li-2/)
- [Li Liu](https://scholariq.org/researchers/li-liu/)
- [Rui Zhang](https://scholariq.org/researchers/rui-zhang-2/)
- [Yuying Fan](https://scholariq.org/researchers/yuying-fan/)

## Paper journal

- [Scientific Reports](https://scholariq.org/journals/scientific-reports/)

## Paper primary topic

- [Chronic Kidney Disease and Diabetes](https://scholariq.org/topics/chronic-kidney-disease-and-diabetes/)

## Paper topics

- [Chronic Kidney Disease and Diabetes](https://scholariq.org/topics/chronic-kidney-disease-and-diabetes/)
- [Machine Learning in Healthcare](https://scholariq.org/topics/machine-learning-in-healthcare/)
- [Dialysis and Renal Disease Management](https://scholariq.org/topics/dialysis-and-renal-disease-management/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.