# Early detection of chronic kidney disease based on a SURD-enhanced machine learning model

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/early-detection-of-chronic-kidney-disease-based-on-a-surd-enhanced-machine/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Ningning Xue,Tiantian Bai,Xianjie Jia,Xing Wei |
| Citations | 1 |
| DOI | 10.1038/s41598-026-41050-z |
| Fields | Computer Science,Health Professions,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.nature.com/articles/s41598-026-41050-z_reference.pdf |
| OpenAlex ID | https://openalex.org/W7131406280 |
| PMID | 41741522 |
| Type | article |
| Year | 2026 |

## Paper authors

- [Ningning Xue](https://scholariq.org/researchers/ningning-xue/)
- [Tiantian Bai](https://scholariq.org/researchers/tiantian-bai/)
- [Xianjie Jia](https://scholariq.org/researchers/xianjie-jia/)
- [Xing Wei](https://scholariq.org/researchers/xing-wei/)

## Paper journal

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

## Paper primary topic

- [Artificial Intelligence in Healthcare](https://scholariq.org/topics/artificial-intelligence-in-healthcare/)

## Paper topics

- [Artificial Intelligence in Healthcare](https://scholariq.org/topics/artificial-intelligence-in-healthcare/)
- [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/)

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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.