# A machine learning approach identifies modulators of heart failure hospitalization prevention among patients with type 2 diabetes: A revisit to the ACCORD trial

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/a-machine-learning-approach-identifies-modulators-of-heart-failure/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Hamed Kianmehr,Jingchuan Guo,Yilu Lin,Jing Luo,William C. Cushman,Lizheng Shi,Vivian Fonseca,Hui Shao |
| Citations | 9 |
| DOI | 10.1016/j.jdiacomp.2022.108287 |
| Fields | Medicine |
| Open Access | true |
| OA Status | green |
| OA URL | https://www.ncbi.nlm.nih.gov/pmc/articles/11003517 |
| OpenAlex ID | https://openalex.org/W4292672576 |
| PMID | 36007486 |
| Type | article |
| Year | 2022 |

## Paper authors

- [Yilu Lin](https://scholariq.org/researchers/yilu-lin/)

## Paper journal

- [Journal of Diabetes and its Complications](https://scholariq.org/journals/journal-of-diabetes-and-its-complications/)

## Paper primary topic

- [Hyperglycemia and glycemic control in critically ill and hospitalized patients](https://scholariq.org/topics/hyperglycemia-and-glycemic-control-in-critically-ill-and-hospitalized-patients/)

## Paper topics

- [Hyperglycemia and glycemic control in critically ill and hospitalized patients](https://scholariq.org/topics/hyperglycemia-and-glycemic-control-in-critically-ill-and-hospitalized-patients/)
- [Heart Failure Treatment and Management](https://scholariq.org/topics/heart-failure-treatment-and-management/)
- [Diabetes Treatment and Management](https://scholariq.org/topics/diabetes-treatment-and-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.