# Machine Learning-Based Prediction of Heart Failure Readmission or Death: Implications of Choosing the Right Model and the Right Metrics

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/machine-learning-based-prediction-of-heart-failure-readmission-or-death/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Saqib Ejaz Awan,Mohammed Bennamoun,Ferdous Sohel,Frank Sanfilippo,Girish Dwivedi |
| Citations | 152 |
| DOI | 10.1002/ehf2.12419 |
| Fields | Computer Science,Health Professions,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://doi.org/10.1002/ehf2.12419 |
| OpenAlex ID | https://openalex.org/W2915269621 |
| PMID | 30810291 |
| Type | article |
| Year | 2019 |

## Paper authors

- [Ferdous Sohel](https://scholariq.org/researchers/ferdous-sohel/)

## Paper journal

- [ESC Heart Failure](https://scholariq.org/journals/esc-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/)
- [Artificial Intelligence in Healthcare](https://scholariq.org/topics/artificial-intelligence-in-healthcare/)
- [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.