# Machine Learning Prediction of Mortality and Hospitalization in Heart Failure With Preserved Ejection Fraction

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/machine-learning-prediction-of-mortality-and-hospitalization-in-heart-failure/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Suveen Angraal,Bobak J. Mortazavi,Aakriti Gupta,Rohan Khera,Tariq Ahmad,Nihar R. Desai,Daniel Jacoby,Frederick A. Masoudi,John A. Spertus,Harlan M. Krumholz |
| Citations | 300 |
| DOI | 10.1016/j.jchf.2019.06.013 |
| Fields | Medicine |
| Open Access | true |
| OA Status | hybrid |
| OA URL | https://www.sciencedirect.com/science/article/pii/S2213177919305414/pdf |
| OpenAlex ID | https://openalex.org/W2979638097 |
| PMID | 31606361 |
| Type | article |
| Year | 2019 |

## Paper authors

- [John A. Spertus](https://scholariq.org/researchers/john-a-spertus/)
- [Nihar R. Desai](https://scholariq.org/researchers/nihar-r-desai/)
- [Harlan M. Krumholz](https://scholariq.org/researchers/harlan-m-krumholz/)

## Paper journal

- [JACC Heart Failure](https://scholariq.org/journals/jacc-heart-failure/)

## Paper primary topic

- [Heart Failure Treatment and Management](https://scholariq.org/topics/heart-failure-treatment-and-management/)

## Paper topics

- [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/)
- [Acute Myocardial Infarction Research](https://scholariq.org/topics/acute-myocardial-infarction-research/)

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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.