# Accurate and early detection of sleepiness, fatigue and stress levels in drivers through Heart Rate Variability parameters: a systematic review

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/accurate-and-early-detection-of-sleepiness-fatigue-and-stress-levels-in-drivers/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Alexandru Burlacu,Crischentian Brinza,Adrian Brezulianu,Adrian Covic |
| Citations | 32 |
| DOI | 10.31083/j.rcm2203090 |
| Fields | Health Professions,Medicine,Psychology |
| Open Access | true |
| OA Status | gold |
| OA URL | https://doi.org/10.31083/j.rcm2203090 |
| OpenAlex ID | https://openalex.org/W3203254846 |
| PMID | 34565082 |
| Type | review |
| Year | 2021 |

## Paper authors

- [Crischentian Brinza](https://scholariq.org/researchers/crischentian-brinza/)

## Paper journal

- [Reviews in Cardiovascular Medicine](https://scholariq.org/journals/reviews-in-cardiovascular-medicine/)

## Paper primary topic

- [Sleep and Work-Related Fatigue](https://scholariq.org/topics/sleep-and-work-related-fatigue/)

## Paper topics

- [Sleep and Work-Related Fatigue](https://scholariq.org/topics/sleep-and-work-related-fatigue/)
- [Heart Rate Variability and Autonomic Control](https://scholariq.org/topics/heart-rate-variability-and-autonomic-control/)
- [Workplace Health and Well-being](https://scholariq.org/topics/workplace-health-and-well-being/)

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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.