# Internal and External Validation of a Machine Learning Risk Score for Acute Kidney Injury

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/internal-and-external-validation-of-a-machine-learning-risk-score-for-acute/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Matthew M. Churpek,Kyle A. Carey,Dana P. Edelson,Tripti Singh,Brad C. Astor,Emily Gilbert,Christopher Winslow,Nirav Shah,Majid Afshar,Jay L. Koyner |
| Citations | 116 |
| DOI | 10.1001/jamanetworkopen.2020.12892 |
| Fields | Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2769146/churpek_2020_oi_200490.pdf |
| OpenAlex ID | https://openalex.org/W3048873596 |
| PMID | 32780123 |
| Type | article |
| Year | 2020 |

## Paper authors

- [Tripti Singh](https://scholariq.org/researchers/tripti-singh/)

## Paper journal

- [JAMA Network Open](https://scholariq.org/journals/jama-network-open/)

## Paper primary topic

- [Acute Kidney Injury Research](https://scholariq.org/topics/acute-kidney-injury-research/)

## Paper topics

- [Acute Kidney Injury Research](https://scholariq.org/topics/acute-kidney-injury-research/)
- [Chronic Kidney Disease and Diabetes](https://scholariq.org/topics/chronic-kidney-disease-and-diabetes/)
- [Erythropoietin and Anemia Treatment](https://scholariq.org/topics/erythropoietin-and-anemia-treatment/)

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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.