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Neural and eye-movement correlates of safe car driving: An fMRI study using an MR-compatible driving simulator

https://repo.qst.go.jp/records/2006050
https://repo.qst.go.jp/records/2006050
b877a769-e8ea-4702-b1bc-03309329f77f
アイテムタイプ 会議発表用資料 / Presentation(1)
公開日 2025-03-13
タイトル
タイトル Neural and eye-movement correlates of safe car driving: An fMRI study using an MR-compatible driving simulator
言語 en
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言語 eng
資源タイプ
資源タイプ識別子 http://purl.org/coar/resource_type/c_c94f
資源タイプ conference presentation
著者 Cho Miki

× Cho Miki

Cho Miki

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Murakami Shinichi

× Murakami Shinichi

Murakami Shinichi

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Matsuyoshi Daisuke

× Matsuyoshi Daisuke

Matsuyoshi Daisuke

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Yomogida Yukihito

× Yomogida Yukihito

Yomogida Yukihito

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Kanai Ryota

× Kanai Ryota

Kanai Ryota

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Aizawa Yasunori

× Aizawa Yasunori

Aizawa Yasunori

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Yamada Makiko

× Yamada Makiko

Yamada Makiko

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抄録
内容記述 Honda has set a goal to achieve zero fatalities in tra"c accidents by 2050. To realize this goal, it is necessary to elucidate and eradicate the causes of human errors by drivers. Previous studies have suggested that eye movements during driving reflect human error and are related to driving safety. However, little is known about the cognitive and neural processes underlying drivers’ visual behavior. To investigate this, we recorded fMRI and eye-tracking data while healthy adults (22-78 years old) operated a driving simulator. The driving simulator was constructed inside an MRI scanner and composed of a steering wheel with winker buttons, an accelerator pedal, and a brake pedal. Participants drove in target or other trials. In target trials, a road with risks, such as a car in the adjacent lane passing the participants’ driving car, was presented, and participants were required to change lanes to the right safely. At the end of a trial, a tra"c light in front of an intersection turned red, and participants had to put on a brake pedal to stop. One trial took about thirty seconds. In the other trials, participants drove on the road with a lane change to the left or without lane change or drove straightly on a road without any other tra"c participants. We focused on the data of target trials and analyzed the relationship between the visual behavior to a risky car and the maximum deceleration, which becomes greater when drivers suddenly put on the brake pedal at the tra"c light. The behavioral data showed that the number of fixations was negatively correlated, and the duration from the last fixation to the time when the risk was eliminated was positively correlated to the maximum deceleration. Next, we investigated what neural processes underlie these visual behaviors. The fMRI data showed that the duration from the last fixation to the time when the risk was eliminated modulated activations in the angular gyrus and supramarginal gyrus at the last fixation. In previous studies, it is known that the angular gyrus is related to theory of mind, and the supramarginal gyrus is related to integration of semantic and technical information. These results suggest that drivers who operate the brake pedal gently keep paying attention to other tra"c participants until risks are eliminated to guess the mental state of other drivers, and then decide their own behavior. Based on this insight, it is possible that encouraging drivers to estimate the mental state of others can lead to more gentle driving operations.
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内容記述 Neuroscience 2024
発表年月日
日付 2024-10-09
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