# Prediction of Complications and Prognostication in Perioperative Medicine: A Systematic Review and PROBAST Assessment of Machine Learning Tools

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/prediction-of-complications-and-prognostication-in-perioperative-medicine-a/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Pietro Arina,Maciej R. Kaczorek,Daniel A. Hofmaenner,Walter Pisciotta,Patricia Refinetti,Mervyn Singer,Evangelos B. Mazomenos,John Whittle |
| Citations | 65 |
| DOI | 10.1097/aln.0000000000004764 |
| Fields | Medicine |
| Open Access | true |
| OA Status | hybrid |
| OA URL | https://pubs.asahq.org/anesthesiology/article-pdf/140/1/85/698657/20240100.0-00016.pdf |
| OpenAlex ID | https://openalex.org/W4388517949 |
| PMID | 37944114 |
| Type | review |
| Year | 2023 |

## Paper authors

- [Evangelos B. Mazomenos](https://scholariq.org/researchers/evangelos-b-mazomenos/)

## Paper primary topic

- [Artificial Intelligence in Healthcare and Education](https://scholariq.org/topics/artificial-intelligence-in-healthcare-and-education/)

## Paper topics

- [Artificial Intelligence in Healthcare and Education](https://scholariq.org/topics/artificial-intelligence-in-healthcare-and-education/)
- [Cardiac, Anesthesia and Surgical Outcomes](https://scholariq.org/topics/cardiac-anesthesia-and-surgical-outcomes/)
- [Sepsis Diagnosis and Treatment](https://scholariq.org/topics/sepsis-diagnosis-and-treatment/)

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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.