# A Natural Language Processing–Based Approach for Identifying Hospitalizations for Worsening Heart Failure Within an Integrated Health Care Delivery System

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/a-natural-language-processing-based-approach-for-identifying-hospitalizations/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Andrew P. Ambrosy,Rishi Parikh,Sue Hee Sung,Anand Narayanan,Rajeev Masson,Phuong-Quang Lam,Kevin Kheder,Alan Iwahashi,Alexander Hardwick,Jesse K. Fitzpatrick,Harshith R. Avula,Van Selby,Xian Shen,Navneet Sanghera,Joaquim Cristino,Alan S. Go |
| Citations | 50 |
| DOI | 10.1001/jamanetworkopen.2021.35152 |
| Fields | Computer Science,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2786416/ambrosy_2021_oi_210989_1636735785.14819.pdf |
| OpenAlex ID | https://openalex.org/W3216762281 |
| PMID | 34807259 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Rishi Parikh](https://scholariq.org/researchers/rishi-parikh/)

## Paper journal

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

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