# Machine Learning to Predict the Risk of Incident Heart Failure Hospitalization Among Patients With Diabetes: The WATCH-DM Risk Score

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/machine-learning-to-predict-the-risk-of-incident-heart-failure-hospitalization/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Matthew W. Segar,Muthiah Vaduganathan,Kershaw V. Patel,Darren K. McGuire,Javed Butler,Gregg C. Fonarow,Mujeeb Basit,Vaishnavi Kannan,Justin L. Grodin,Brendan M. Everett,DuWayne L. Willett,Jarett D. Berry,Ambarish Pandey |
| Citations | 314 |
| DOI | 10.2337/dc19-0587 |
| Fields | Medicine |
| Open Access | true |
| OA Status | green |
| OA URL | https://www.ncbi.nlm.nih.gov/pmc/articles/7364669 |
| OpenAlex ID | https://openalex.org/W2972732442 |
| PMID | 31519694 |
| Type | article |
| Year | 2019 |

## Paper authors

- [Javed Butler](https://scholariq.org/researchers/javed-butler/)
- [Justin L. Grodin](https://scholariq.org/researchers/justin-l-grodin/)
- [Muthiah Vaduganathan](https://scholariq.org/researchers/muthiah-vaduganathan/)
- [Gregg C. Fonarow](https://scholariq.org/researchers/gregg-c-fonarow/)
- [Darren K. McGuire](https://scholariq.org/researchers/darren-k-mcguire/)

## Paper journal

- [Diabetes Care](https://scholariq.org/journals/diabetes-care/)

## Paper primary topic

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

## Paper topics

- [Diabetes Treatment and Management](https://scholariq.org/topics/diabetes-treatment-and-management/)
- [Heart Failure Treatment and Management](https://scholariq.org/topics/heart-failure-treatment-and-management/)
- [Cardiovascular Function and Risk Factors](https://scholariq.org/topics/cardiovascular-function-and-risk-factors/)

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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.