# A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice*

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/a-machine-learning-algorithm-to-predict-severe-sepsis-and-septic-shock/

## Facts

| Field | Value |
| --- | --- |
| Author Names | H.M. Giannini,Jennifer C. Ginestra,Corey Chivers,Michael Draugelis,Asaf Hanish,William D. Schweickert,Barry D. Fuchs,L. Meadows,Michael J. Lynch,Patrick J. Donnelly,Kimberly Pavan,Neil O. Fishman,C. William Hanson,Craig A. Umscheid |
| Citations | 268 |
| DOI | 10.1097/ccm.0000000000003891 |
| Fields | Biochemistry, Genetics and Molecular Biology,Medicine |
| Open Access | true |
| OA Status | green |
| OA URL | https://www.ncbi.nlm.nih.gov/pmc/articles/8635476 |
| OpenAlex ID | https://openalex.org/W2968919852 |
| PMID | 31389839 |
| Type | article |
| Year | 2019 |

## Paper authors

- [Corey Chivers](https://scholariq.org/researchers/corey-chivers/)
- [William D. Schweickert](https://scholariq.org/researchers/william-d-schweickert/)
- [Michael J. Lynch](https://scholariq.org/researchers/michael-j-lynch/)
- [Barry D. Fuchs](https://scholariq.org/researchers/barry-d-fuchs/)
- [Craig A. Umscheid](https://scholariq.org/researchers/craig-a-umscheid/)

## Paper journal

- [Critical Care Medicine](https://scholariq.org/journals/critical-care-medicine/)

## Paper primary topic

- [Sepsis Diagnosis and Treatment](https://scholariq.org/topics/sepsis-diagnosis-and-treatment/)

## Paper topics

- [Sepsis Diagnosis and Treatment](https://scholariq.org/topics/sepsis-diagnosis-and-treatment/)
- [Bacterial Identification and Susceptibility Testing](https://scholariq.org/topics/bacterial-identification-and-susceptibility-testing/)
- [Artificial Intelligence in Healthcare and Education](https://scholariq.org/topics/artificial-intelligence-in-healthcare-and-education/)

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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.