# Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/development-and-validation-of-a-reinforcement-learning-algorithm-to-dynamically/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Arne Peine,Ahmed Hallawa,Johannes Bickenbach,Guido Dartmann,Lejla Begic Fazlic,Anke Schmeink,Gerd Ascheid,Christoph Thiemermann,Andreas Schuppert,Ryan Kindle,Leo Anthony Celi,Gernot Marx,Lukas Märtin |
| Citations | 138 |
| DOI | 10.1038/s41746-021-00388-6 |
| Fields | Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.nature.com/articles/s41746-021-00388-6.pdf |
| OpenAlex ID | https://openalex.org/W3130532720 |
| PMID | 33608661 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Johannes Bickenbach](https://scholariq.org/researchers/johannes-bickenbach/)
- [Andreas Schuppert](https://scholariq.org/researchers/andreas-schuppert/)

## Paper journal

- [npj Digital Medicine](https://scholariq.org/journals/npj-digital-medicine/)

## Paper primary topic

- [Respiratory Support and Mechanisms](https://scholariq.org/topics/respiratory-support-and-mechanisms/)

## Paper topics

- [Respiratory Support and Mechanisms](https://scholariq.org/topics/respiratory-support-and-mechanisms/)
- [Sepsis Diagnosis and Treatment](https://scholariq.org/topics/sepsis-diagnosis-and-treatment/)
- [Intensive Care Unit Cognitive Disorders](https://scholariq.org/topics/intensive-care-unit-cognitive-disorders/)

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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.