# Derivation and validation of a machine learning risk score using biomarker and electronic patient data to predict progression of diabetic kidney disease

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/derivation-and-validation-of-a-machine-learning-risk-score-using-biomarker-and/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Lili Chan,Girish N. Nadkarni,Fergus Fleming,James R. McCullough,Patricia Connolly,Gohar Mosoyan,Fadi Salem,Michael W. Kattan,Joseph A. Vassalotti,Barbara Murphy,Michael Donovan,Steven G. Coca,Scott M. Damrauer |
| Citations | 176 |
| DOI | 10.1007/s00125-021-05444-0 |
| Fields | Computer Science,Medicine |
| Open Access | true |
| OA Status | hybrid |
| OA URL | https://link.springer.com/content/pdf/10.1007/s00125-021-05444-0.pdf |
| OpenAlex ID | https://openalex.org/W3140986464 |
| PMID | 33797560 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Lili Chan](https://scholariq.org/researchers/lili-chan/)
- [Girish N. Nadkarni](https://scholariq.org/researchers/girish-n-nadkarni/)

## Paper journal

- [Diabetologia](https://scholariq.org/journals/diabetologia/)

## 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/)
- [Diabetes Treatment and Management](https://scholariq.org/topics/diabetes-treatment-and-management/)
- [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.