2017
DOI: 10.1117/1.nph.4.4.041406
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Utilizing functional near-infrared spectroscopy for prediction of cognitive workload in noisy work environments

Abstract: , "Utilizing functional nearinfrared spectroscopy for prediction of cognitive workload in noisy work environments,"

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Cited by 6 publications
(6 citation statements)
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“…A stressful situation can lead to changes in cognitive processing, including attention and perception, which can affect an individual's ability to accurately interpret and make decisions based on visual information. Visual monitoring tasks were proposed in [72], [107]. The experiment used the Computer Vision Lab Walking Pedestrian dataset to provide live video feeds for seven different visual search tasks.…”
Section: ) Visual Taskmentioning
confidence: 99%
“…A stressful situation can lead to changes in cognitive processing, including attention and perception, which can affect an individual's ability to accurately interpret and make decisions based on visual information. Visual monitoring tasks were proposed in [72], [107]. The experiment used the Computer Vision Lab Walking Pedestrian dataset to provide live video feeds for seven different visual search tasks.…”
Section: ) Visual Taskmentioning
confidence: 99%
“…[ 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 ] The “auditory stressor” category (C2) contained a stimulus independent of the cognitive task and contained various auditory materials, see publications. [ 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 ] The “oddball” category (C3) contained a task-independent stimulus that followed the oddball experiment design (repetitive short sounds with a break in the pattern), see publications. [ 118 ...…”
Section: R Esultsmentioning
confidence: 99%
“…In the auditory stressor category, the heterogeneity of the applied measurement technologies was larger than in the listening effort and oddball categories. Different measurement methods were applied: behavioral,[ 85 ] cardiovascular,[ 86 87 90 91 92 94 99 102 103 104 105 107 108 112 113 114 ] skin conductance,[ 105 108 113 115 116 ] endocrinology,[ 87 89 ] EEG,[ 88 92 95 96 98 106 112 ] fNIRS,[ 91 94 99 100 112 ] pupillometry,[ 91 94 117 ] fMRI,[ 93 98 101 ] and eye-tracking. [ 97 100 109 110 111 ]…”
Section: R Esultsmentioning
confidence: 99%
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“…In addition, these findings confirmed the data from self-report measures (NASA-TLX) and corroborated previous research results (Bernardi et al, 2000 ; Hwang et al, 2008 ; Reimer and Mehler, 2011 ). More specifically, many studies in the literature have investigated the relationship between neurophysiological measures and mental workload, such as electroencephalography (EEG; Brookings et al, 1996 ; Gevins and Smith, 2003 ; Borghini et al, 2014 ), functional Near-InfraRed Spectroscopy (fNIRS), and functional Magnetic Resonance Imaging (fMRI; Gabbard et al, 2017 ; Liu et al, 2017 ; Ranchet et al, 2017 ). In a study by AricĂČ et al ( 2016 ), a workload index based on EEG measurements was used as a trigger in an adaptive automation system implemented in a realistic Air Traffic Control Environment.…”
Section: Introductionmentioning
confidence: 99%