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新手与经验丰富驾驶员之间危险感知差异的神经基础——一项功能磁共振成像研究

The neural basis of hazard perception differences between novice and experienced drivers - An fMRI study.

作者信息

Gharib Seifollah, Zare-Sadeghi Arash, Zakerian Seyed Abolfazl, Haidari Mohsen Reza

机构信息

Department of Occupational Health, School of Health, Tehran University of Medical Sciences, Tehran, I.R. Iran.

Finetech in Medicine Research Center, Iran University of Medical Sciences, Tehran, I.R. Iran.

出版信息

EXCLI J. 2020 May 4;19:547-566. doi: 10.17179/excli2020-1098. eCollection 2020.

Abstract

The neural mechanisms underlying hazard perception are poorly understood as to how experience leads to better driving skills. In this study we used functional magnetic resonance imaging (fMRI) to examine experience-related changes in brain activation during hazard perception task between novice and aged drivers. Additionally, region of interest (ROI) and seed-to-voxel analyses were conducted to examine experience-related functional connectivity changes during visual attention and saliency networks between novice (n=15, age 22.13 ± 3.38 years years) and experienced (n=16, age 41.44 ± 5.83 years) drivers. Experienced drivers had significantly lower hazard perception reaction time (1.32 ± 1.09 s) and miss rates (11.42 ± 8.36 %) compared to the novice (3.58 ± 1.45 s and 39.67 ± 15.72 %, respectively). Blood oxygen level dependent (BOLD) activation increased in occipital, parietal and frontal areas when executing hazard perception task in both groups. In general, during the task execution, experienced drivers showed greater activation in the occipital lobe, supramarginal gyrus (SMG), right anterior insular cortex (AIC), anterior cingulate cortex (ACC) and cerebellar regions compared to the novice drivers indicating more efficient visual attention and decision-making process during hazard perception task. Seed based functional analyses during the hazard perception task revealed greater connectivity between the ACC and the entire salience network (visual attention network) in the experienced group. Additionally, ACC had higher functional connectivity with the right frontal eye field (FEF), bilateral intraparietal sulcus (IPS) and lateral occipital areas in the experienced group. Our results suggest that better hazard perception in the experienced drivers is due to increase in the activation of executive attention regions and higher functional connectivity between bilateral occipital cortices and salience network. In conclusion, better hazard perception is highly dependent on emotional awareness, perception of motion velocity, spatial representation of the environment and executing control.

摘要

关于经验如何导致更好的驾驶技能,人们对危险感知背后的神经机制了解甚少。在本研究中,我们使用功能磁共振成像(fMRI)来检查新手和老年驾驶员在危险感知任务期间大脑激活的经验相关变化。此外,还进行了感兴趣区域(ROI)和种子点到体素分析,以检查新手(n = 15,年龄22.13 ± 3.38岁)和有经验的驾驶员(n = 16,年龄41.44 ± 5.83岁)在视觉注意力和显著性网络方面的经验相关功能连接变化。与新手相比,有经验的驾驶员的危险感知反应时间(1.32 ± 1.09秒)和漏报率(分别为11.42 ± 8.36%)显著更低(新手分别为3.58 ± 1.45秒和39.67 ± 15.72%)。两组在执行危险感知任务时,枕叶、顶叶和额叶区域的血氧水平依赖(BOLD)激活均增加。总体而言,在任务执行过程中,与新手驾驶员相比,有经验的驾驶员在枕叶、缘上回(SMG)、右侧前岛叶皮质(AIC)、前扣带回皮质(ACC)和小脑区域表现出更大的激活,表明在危险感知任务期间视觉注意力和决策过程更有效。在危险感知任务期间基于种子点的功能分析显示,有经验组的ACC与整个显著性网络(视觉注意力网络)之间的连接更强。此外,在有经验组中,ACC与右侧额叶眼区(FEF)、双侧顶内沟(IPS)和枕叶外侧区域具有更高的功能连接。我们的结果表明,有经验的驾驶员更好的危险感知是由于执行注意力区域的激活增加以及双侧枕叶皮质与显著性网络之间更高的功能连接。总之,更好的危险感知高度依赖于情绪意识、运动速度感知、环境的空间表征和执行控制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1c6/7257253/b294b052abd9/EXCLI-19-547-t-001.jpg

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