# Development of a Machine Learning Model Predicting an ICU Admission for Patients with Elective Surgery and Its Prospective Validation in Clinical Practice

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/development-of-a-machine-learning-model-predicting-an-icu-admission-for-patients/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Stefanie Jauk,Diether Kramer,Stark Günther,Karl Hasiba,Leodolter Werner,Stefan Schulz,Johann Kainz |
| Citations | 13 |
| DOI | 10.3233/shti190206 |
| Fields | Computer Science,Medicine |
| Open Access | true |
| OA Status | hybrid |
| OA URL | https://doi.org/10.3233/shti190206 |
| OpenAlex ID | https://openalex.org/W2983858740 |
| PMID | 31437908 |
| Type | book-chapter |
| Year | 2019 |

## Paper authors

- [Stefanie Jauk](https://scholariq.org/researchers/stefanie-jauk/)
- [Diether Kramer](https://scholariq.org/researchers/diether-kramer/)

## Paper journal

- [Studies in health technology and informatics](https://scholariq.org/journals/studies-in-health-technology-and-informatics/)

## Paper primary topic

- [Cardiac, Anesthesia and Surgical Outcomes](https://scholariq.org/topics/cardiac-anesthesia-and-surgical-outcomes/)

## Paper topics

- [Cardiac, Anesthesia and Surgical Outcomes](https://scholariq.org/topics/cardiac-anesthesia-and-surgical-outcomes/)
- [Frailty in Older Adults](https://scholariq.org/topics/frailty-in-older-adults/)
- [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.