# Assessing SOFA score trajectories in sepsis using machine learning: A pragmatic approach to improve the accuracy of mortality prediction

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/assessing-sofa-score-trajectories-in-sepsis-using-machine-learning-a-pragmatic/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Lars Palmowski,Hartmuth Nowak,Andrea Witowski,Björn Koos,Alexander Wolf,Maike Weber,Daniel Kleefisch,Matthias Unterberg,Helge Haberl,Alexander von Busch,Christian Ertmer,Alexander Zarbock,Christian Bode,Christian Putensen,Ulrich Limper,Frank Wappler,Thomas Köhler,Dietrich Henzler,Daniel D. Oswald,Björn Ellger,Stefan Ehrentraut,Lars Bergmann,Katharina Rump,Dominik Ziehe,Nina Babel,Barbara Sitek,Katrin Marcus,Ulrich H. Frey,Patrick Thoral,Michael Adamzik,Martin Eisenacher,Tim Rahmel |
| Citations | 20 |
| DOI | 10.1371/journal.pone.0300739 |
| Fields | Biochemistry, Genetics and Molecular Biology,Computer Science,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0300739&type=printable |
| OpenAlex ID | https://openalex.org/W4393279795 |
| PMID | 38547245 |
| Type | article |
| Year | 2024 |

## Paper authors

- [Lars Palmowski](https://scholariq.org/researchers/lars-palmowski/)

## Paper journal

- [PLoS ONE](https://scholariq.org/journals/plos-one/)

## 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/)
- [Machine Learning in Healthcare](https://scholariq.org/topics/machine-learning-in-healthcare/)

---
Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.