# Using machine learning methods and EEG to discriminate aircraft pilot cognitive workload during flight

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/using-machine-learning-methods-and-eeg-to-discriminate-aircraft-pilot-cognitive/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Hamed Taheri Gorji,Nicholas Wilson,Jessica VanBree,Bradley Hoffmann,Thomas V. Petros,Kouhyar Tavakolian |
| Citations | 97 |
| DOI | 10.1038/s41598-023-29647-0 |
| Fields | Neuroscience,Psychology |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.nature.com/articles/s41598-023-29647-0.pdf |
| OpenAlex ID | https://openalex.org/W4320482856 |
| PMID | 36782004 |
| Type | article |
| Year | 2023 |

## Paper authors

- [Thomas V. Petros](https://scholariq.org/researchers/thomas-v-petros/)

## Paper journal

- [Scientific Reports](https://scholariq.org/journals/scientific-reports/)

## Paper primary topic

- [Human-Automation Interaction and Safety](https://scholariq.org/topics/human-automation-interaction-and-safety/)

## Paper topics

- [Human-Automation Interaction and Safety](https://scholariq.org/topics/human-automation-interaction-and-safety/)
- [Sleep and Work-Related Fatigue](https://scholariq.org/topics/sleep-and-work-related-fatigue/)
- [EEG and Brain-Computer Interfaces](https://scholariq.org/topics/eeg-and-brain-computer-interfaces/)

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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.