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Volumn 87, Issue 2, 2011, Pages 241-250

Drowsiness/alertness algorithm development and validation using synchronized EEG and cognitive performance to individualize a generalized model

Author keywords

Alertness; Drowsy; Electroencephalography

Indexed keywords

ACTIMETRY; ADULT; AGED; ALERTNESS; ALGORITHM; ARTICLE; COGNITION; CONTROLLED STUDY; DROWSINESS; ELECTROENCEPHALOGRAM; ELECTROOCULOGRAM; FEMALE; HUMAN; HUMAN EXPERIMENT; MALE; NEUROPSYCHOLOGICAL TEST; NORMAL HUMAN; PRIORITY JOURNAL; RESPONSE TIME; SIGNAL PROCESSING; SLEEP DEPRIVATION; TASK PERFORMANCE; VALIDATION PROCESS;

EID: 79955909448     PISSN: 03010511     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.biopsycho.2011.03.003     Document Type: Article
Times cited : (108)

References (78)
  • 1
    • 79955886494 scopus 로고    scopus 로고
    • System and method for predicting human cognitive performance using data from an actigraph. 340/573.1. USPO. US. US 2002/0005784 A1: 21.
    • Balkin, T.J., Belenky, G.L., et al., 2002. System and method for predicting human cognitive performance using data from an actigraph. 340/573.1. USPO. US. US 2002/0005784 A1: 21.
    • (2002)
    • Balkin, T.J.1    Belenky, G.L.2
  • 2
    • 38349002569 scopus 로고    scopus 로고
    • Chasing the silver bullet: measuring driver fatigue using simple and complex tasks
    • Baulk S.D., Biggs S.N., et al. Chasing the silver bullet: measuring driver fatigue using simple and complex tasks. Accident Analysis and Prevention 2008, 40(1):396-402.
    • (2008) Accident Analysis and Prevention , vol.40 , Issue.1 , pp. 396-402
    • Baulk, S.D.1    Biggs, S.N.2
  • 5
    • 4043105547 scopus 로고    scopus 로고
    • Real-time analysis of EEG indices of alertness, cognition, and memory acquired with a wireless EEG headset
    • Berka C., Levendowski D., et al. Real-time analysis of EEG indices of alertness, cognition, and memory acquired with a wireless EEG headset. International Journal of Human-Computer Interaction 2004, 17(2):151-170.
    • (2004) International Journal of Human-Computer Interaction , vol.17 , Issue.2 , pp. 151-170
    • Berka, C.1    Levendowski, D.2
  • 6
    • 34248205762 scopus 로고    scopus 로고
    • EEG correlates of task engagement and mental workload in vigilance, learning and memory tasks
    • Berka C., Levendowski D., et al. EEG correlates of task engagement and mental workload in vigilance, learning and memory tasks. Aviation Space and Environmental Medicine 2007, 78(5):B231-B244.
    • (2007) Aviation Space and Environmental Medicine , vol.78 , Issue.5
    • Berka, C.1    Levendowski, D.2
  • 8
    • 0030984208 scopus 로고    scopus 로고
    • A comparison of sleep detection by wrist actigraphy behavioral response and polysomnography
    • Blood M.L., Sack R.L., et al. A comparison of sleep detection by wrist actigraphy behavioral response and polysomnography. Sleep 1997, 20(6):388-395.
    • (1997) Sleep , vol.20 , Issue.6 , pp. 388-395
    • Blood, M.L.1    Sack, R.L.2
  • 9
    • 0023796747 scopus 로고
    • Ambulatory 24hour sleep-wake monitoring in narcolepsy-cataplexy compared to matched controls
    • Broughton R., et al. Ambulatory 24hour sleep-wake monitoring in narcolepsy-cataplexy compared to matched controls. Electroencephalography and Clinical Neurophysiology 1988, 70(6):473-481.
    • (1988) Electroencephalography and Clinical Neurophysiology , vol.70 , Issue.6 , pp. 473-481
    • Broughton, R.1
  • 10
    • 68649118427 scopus 로고    scopus 로고
    • Obstructive sleep apnea, inflammation, and the metabolic syndrome
    • Calvin A.D., Albuquerque F.N., et al. Obstructive sleep apnea, inflammation, and the metabolic syndrome. Metabolism Syndrome and Related Disorder 2009, 7(4):271-278.
    • (2009) Metabolism Syndrome and Related Disorder , vol.7 , Issue.4 , pp. 271-278
    • Calvin, A.D.1    Albuquerque, F.N.2
  • 12
    • 0029077754 scopus 로고
    • Neuronal activities underlying the electroencephalogram and evoked potentials of sleeping and waking: implications for information processing
    • Coenen A.M. Neuronal activities underlying the electroencephalogram and evoked potentials of sleeping and waking: implications for information processing. Neuroscience and Biobehavioral Reviews 1995, 19(3):447-463.
    • (1995) Neuroscience and Biobehavioral Reviews , vol.19 , Issue.3 , pp. 447-463
    • Coenen, A.M.1
  • 13
    • 0011991860 scopus 로고
    • Comparison of the effects of alcohol and sleepiness on simple reaction time performance: enhanced habituation as a common process
    • Dinges D., Kribbs N.B. Comparison of the effects of alcohol and sleepiness on simple reaction time performance: enhanced habituation as a common process. Alcohol Drugs Driving 1990, 6(1):329-339.
    • (1990) Alcohol Drugs Driving , vol.6 , Issue.1 , pp. 329-339
    • Dinges, D.1    Kribbs, N.B.2
  • 14
    • 0002068946 scopus 로고
    • Performing while sleepy: effects of experimentally-induced sleepiness
    • John Wiley and Sons Ltd., Chichester, U.K. T.H. Monk (Ed.)
    • Dinges D.F., Kribbs N.B. Performing while sleepy: effects of experimentally-induced sleepiness. Sleep Sleepiness and Performance 1991, John Wiley and Sons Ltd., Chichester, U.K. T.H. Monk (Ed.).
    • (1991) Sleep Sleepiness and Performance
    • Dinges, D.F.1    Kribbs, N.B.2
  • 15
    • 1842406568 scopus 로고    scopus 로고
    • Cumulative sleepiness, mood disturbance, and psychomotor vigilance performance decrements during a week of sleep restricted to 4-5hours per night
    • Dinges D.F., Pack F., et al. Cumulative sleepiness, mood disturbance, and psychomotor vigilance performance decrements during a week of sleep restricted to 4-5hours per night. Sleep 1997, 20(4):267-277.
    • (1997) Sleep , vol.20 , Issue.4 , pp. 267-277
    • Dinges, D.F.1    Pack, F.2
  • 16
    • 78349299191 scopus 로고
    • Microcomputer analyses of performance on a portable, simple visual RT task during sustained operations
    • Dinges D.F., Powell J.W. Microcomputer analyses of performance on a portable, simple visual RT task during sustained operations. Behavior Research Methods Instruments and Computers 1985, 17:652-655.
    • (1985) Behavior Research Methods Instruments and Computers , vol.17 , pp. 652-655
    • Dinges, D.F.1    Powell, J.W.2
  • 17
    • 0141557909 scopus 로고    scopus 로고
    • Effects of modafinil on sustained attention performance and quality of life in OSA patients with residual sleepiness while being treated with nCPAP
    • Dinges D.F., Weaver T.E. Effects of modafinil on sustained attention performance and quality of life in OSA patients with residual sleepiness while being treated with nCPAP. Sleep Medicine 2003, 4(5):393-402.
    • (2003) Sleep Medicine , vol.4 , Issue.5 , pp. 393-402
    • Dinges, D.F.1    Weaver, T.E.2
  • 18
    • 0035073148 scopus 로고    scopus 로고
    • Sustained attention performance during sleep deprivation: evidence of state instability
    • Doran S.M., Van Dongen H.P., et al. Sustained attention performance during sleep deprivation: evidence of state instability. Archives Italiennes de Biologie 2001, 139(3):253-267.
    • (2001) Archives Italiennes de Biologie , vol.139 , Issue.3 , pp. 253-267
    • Doran, S.M.1    Van Dongen, H.P.2
  • 19
    • 59649123844 scopus 로고    scopus 로고
    • Sleepiness or excessive daytime somnolence
    • Edd E.M., Flores S. Sleepiness or excessive daytime somnolence. Geriatric Nursing 2009, 30(1):53-60.
    • (2009) Geriatric Nursing , vol.30 , Issue.1 , pp. 53-60
    • Edd, E.M.1    Flores, S.2
  • 20
    • 27544456563 scopus 로고    scopus 로고
    • Countermeasures to driver fatigue: a review of public awareness campaigns and legal approaches
    • Fletcher A., McCulloch K., et al. Countermeasures to driver fatigue: a review of public awareness campaigns and legal approaches. Australian and New Zealand Journal of Public Health 2005, 29(5):471-476.
    • (2005) Australian and New Zealand Journal of Public Health , vol.29 , Issue.5 , pp. 471-476
    • Fletcher, A.1    McCulloch, K.2
  • 21
    • 38449117097 scopus 로고    scopus 로고
    • Fatigue management by truck drivers in real life situations: some suggestions to improve training
    • Fournier P.S., Montreuil S., et al. Fatigue management by truck drivers in real life situations: some suggestions to improve training. Work 2007, 29(3):213-224.
    • (2007) Work , vol.29 , Issue.3 , pp. 213-224
    • Fournier, P.S.1    Montreuil, S.2
  • 24
    • 0029062534 scopus 로고
    • Sleepiness of civil airline pilots during two consecutive night flights of extended duration
    • Gundel A., et al. Sleepiness of civil airline pilots during two consecutive night flights of extended duration. Biological Psychology 1995, 40(1-2):131-141.
    • (1995) Biological Psychology , vol.40 , Issue.1-2 , pp. 131-141
    • Gundel, A.1
  • 25
    • 0034985776 scopus 로고    scopus 로고
    • Diurnal variations in alpha power density and subjective sleepiness while performing repeated vigilance tasks
    • Higuchi S., Liu Y., et al. Diurnal variations in alpha power density and subjective sleepiness while performing repeated vigilance tasks. Clinical Neurophysiology 2001, 112(6):997-1000.
    • (2001) Clinical Neurophysiology , vol.112 , Issue.6 , pp. 997-1000
    • Higuchi, S.1    Liu, Y.2
  • 27
    • 35148857727 scopus 로고    scopus 로고
    • The interactive effects of extended wakefulness and low-dose alcohol on simulated driving and vigilance
    • Howard M.E., Jackson M.L., et al. The interactive effects of extended wakefulness and low-dose alcohol on simulated driving and vigilance. Sleep 2007, 30(10):1334-1340.
    • (2007) Sleep , vol.30 , Issue.10 , pp. 1334-1340
    • Howard, M.E.1    Jackson, M.L.2
  • 28
    • 33846894497 scopus 로고    scopus 로고
    • Analyzing event-related brain dynamics in continuous compensatory tracking tasks
    • Huang R.S., Jung T.P., et al. Analyzing event-related brain dynamics in continuous compensatory tracking tasks. Conf Proc IEEE Eng Med Biol Soc 6 2005, 5750-5753.
    • (2005) Conf Proc IEEE Eng Med Biol Soc 6 , pp. 5750-5753
    • Huang, R.S.1    Jung, T.P.2
  • 29
    • 79955920283 scopus 로고
    • inventors; Beth Israel Hospital Association, assignee. Ambulatory electroencephalography system. US patent 522503.
    • Ives, J.R., Mainwaring, N.R., inventors; Beth Israel Hospital Association, assignee. Ambulatory electroencephalography system. US patent 522503. 1993.
    • (1993)
    • Ives, J.R.1    Mainwaring, N.R.2
  • 30
    • 33845946144 scopus 로고    scopus 로고
    • Self-awareness of impairment and the decision to drive after an extended period of wakefulness
    • Jones C.B., Dorrian J., et al. Self-awareness of impairment and the decision to drive after an extended period of wakefulness. Chronobiology International 2006, 23(6):1253-1263.
    • (2006) Chronobiology International , vol.23 , Issue.6 , pp. 1253-1263
    • Jones, C.B.1    Dorrian, J.2
  • 31
    • 0028746785 scopus 로고
    • Estimating levels of alertness from EEG
    • Jung T., Makeig S. Estimating levels of alertness from EEG. IEEE 1994, 1103-1104.
    • (1994) IEEE , pp. 1103-1104
    • Jung, T.1    Makeig, S.2
  • 32
    • 4444300899 scopus 로고    scopus 로고
    • The impact of extended sleep on daytime alertness, vigilance, and mood
    • Kamdar B.B., Kaplan K.A., et al. The impact of extended sleep on daytime alertness, vigilance, and mood. Sleep Medicine 2004, 5(5):441-448.
    • (2004) Sleep Medicine , vol.5 , Issue.5 , pp. 441-448
    • Kamdar, B.B.1    Kaplan, K.A.2
  • 33
    • 0000878179 scopus 로고
    • P300 and memory: individual differences in the von Restorff effect
    • Karis D., Fabiani M., et al. P300 and memory: individual differences in the von Restorff effect. Cognitive Psychology 1984, 16:177-216.
    • (1984) Cognitive Psychology , vol.16 , pp. 177-216
    • Karis, D.1    Fabiani, M.2
  • 34
    • 70349845883 scopus 로고    scopus 로고
    • Performance impairment consequent to sleep loss: determinants of resistance and susceptibility
    • King A.C., Belenky G., et al. Performance impairment consequent to sleep loss: determinants of resistance and susceptibility. Current Opinion in Pulmonary Medicine 2009.
    • (2009) Current Opinion in Pulmonary Medicine
    • King, A.C.1    Belenky, G.2
  • 35
    • 10344265067 scopus 로고    scopus 로고
    • Comparison of the maintenance of wakefulness test (MWT) to a modified behavioral test (OSLER) in the evaluation of daytime sleepiness
    • Krieger A.C., Ayappa I., et al. Comparison of the maintenance of wakefulness test (MWT) to a modified behavioral test (OSLER) in the evaluation of daytime sleepiness. Journal of Sleep Research 2004, 13(4):407-411.
    • (2004) Journal of Sleep Research , vol.13 , Issue.4 , pp. 407-411
    • Krieger, A.C.1    Ayappa, I.2
  • 36
    • 0035252195 scopus 로고    scopus 로고
    • A critical review of the psychophysiology of driver fatigue
    • Lal S.K., Craig A. A critical review of the psychophysiology of driver fatigue. Biological Psychology 2001, 55(3):173-194.
    • (2001) Biological Psychology , vol.55 , Issue.3 , pp. 173-194
    • Lal, S.K.1    Craig, A.2
  • 37
    • 69249096169 scopus 로고    scopus 로고
    • Sleep, sleep-disordered breathing and metabolic consequences
    • Levy P., Bonsignore M.R., et al. Sleep, sleep-disordered breathing and metabolic consequences. European Respiratory Journal 2009, 34(1):243-260.
    • (2009) European Respiratory Journal , vol.34 , Issue.1 , pp. 243-260
    • Levy, P.1    Bonsignore, M.R.2
  • 38
    • 33846895904 scopus 로고    scopus 로고
    • Monitoring driver's alertness based on the driving performance estimation and the EEG power spectrum analysis
    • Liang S.F., Lin C.T., et al. Monitoring driver's alertness based on the driving performance estimation and the EEG power spectrum analysis. Conf Proc IEEE Eng Med Biol Soc 6 2005, 5738-5741.
    • (2005) Conf Proc IEEE Eng Med Biol Soc 6 , pp. 5738-5741
    • Liang, S.F.1    Lin, C.T.2
  • 39
    • 0032806807 scopus 로고    scopus 로고
    • Dynamics of SCR, EEG, and ERP activity in an oddball paradigm with short interstimulus intervals
    • Lim C.L., Gordon E., et al. Dynamics of SCR, EEG, and ERP activity in an oddball paradigm with short interstimulus intervals. Psychophysiology 1999, 36(5):543-551.
    • (1999) Psychophysiology , vol.36 , Issue.5 , pp. 543-551
    • Lim, C.L.1    Gordon, E.2
  • 40
    • 37849187617 scopus 로고    scopus 로고
    • Adaptive EEG-based alertness estimation system by using ICA-based fuzzy neural networks
    • Lin C.T., Ko L.W., et al. Adaptive EEG-based alertness estimation system by using ICA-based fuzzy neural networks. IEEE Transactions on Circuits and Systems 2006, 53(11):2469-2476.
    • (2006) IEEE Transactions on Circuits and Systems , vol.53 , Issue.11 , pp. 2469-2476
    • Lin, C.T.1    Ko, L.W.2
  • 41
    • 0027503485 scopus 로고
    • Auditory event-related dynamics of the EEG spectrum and effects of exposure to tones
    • Makeig S. Auditory event-related dynamics of the EEG spectrum and effects of exposure to tones. Electroencephalography and Clinical Neurophysiology 1993, 86(4):283-293.
    • (1993) Electroencephalography and Clinical Neurophysiology , vol.86 , Issue.4 , pp. 283-293
    • Makeig, S.1
  • 43
    • 0027455313 scopus 로고
    • Lapses in alertness: coherence of fluctuations in performance and EEG spectrum
    • Makeig S., Inlow M. Lapses in alertness: coherence of fluctuations in performance and EEG spectrum. Electroencephalography and Clinical Neurophysiology 1993, 86(1):23-35.
    • (1993) Electroencephalography and Clinical Neurophysiology , vol.86 , Issue.1 , pp. 23-35
    • Makeig, S.1    Inlow, M.2
  • 44
    • 0029555607 scopus 로고
    • Changes in alertness are a principal component of variance in the EEG spectrum
    • Makeig S., Jung T.P. Changes in alertness are a principal component of variance in the EEG spectrum. Neuroreport 1995, 7(1):213-216.
    • (1995) Neuroreport , vol.7 , Issue.1 , pp. 213-216
    • Makeig, S.1    Jung, T.P.2
  • 45
    • 0029920057 scopus 로고    scopus 로고
    • Tonic, phasic, and transient EEG correlates of auditory awareness in drowsiness
    • Makeig S., Jung T.P. Tonic, phasic, and transient EEG correlates of auditory awareness in drowsiness. Brain Research: Cognitive Brain Research 1996, 4(1):15-25.
    • (1996) Brain Research: Cognitive Brain Research , vol.4 , Issue.1 , pp. 15-25
    • Makeig, S.1    Jung, T.P.2
  • 46
    • 79955921581 scopus 로고    scopus 로고
    • Ocular measures as an index of fatigue and as the basis for alertness management: experiment on performance-based validation of technologies. In: Conference on Ocular Measures of Driver Alertness, Herndon, Virginia, Office of Motor Carrier and Highway Safety/Federal Highway Administration.
    • Mallis, M., 1999. Ocular measures as an index of fatigue and as the basis for alertness management: experiment on performance-based validation of technologies. In: Conference on Ocular Measures of Driver Alertness, Herndon, Virginia, Office of Motor Carrier and Highway Safety/Federal Highway Administration.
    • (1999)
    • Mallis, M.1
  • 47
    • 0028988672 scopus 로고
    • Batch processing of 10000h of truck driver EEG data
    • Miller J.C. Batch processing of 10000h of truck driver EEG data. Biological Psychology 1995, 40(1-2):209-222.
    • (1995) Biological Psychology , vol.40 , Issue.1-2 , pp. 209-222
    • Miller, J.C.1
  • 48
    • 79955922050 scopus 로고
    • NTSB. Fatigues, Alcohol, Other Drugs and Medical Factors in Fatal to the Driver Heavy Truck Crashes. S. Study. Washington, DC. NTSB/SS-90/01 and NTSV/SS-90/02.
    • NTSB, 1990. Fatigues, Alcohol, Other Drugs and Medical Factors in Fatal to the Driver Heavy Truck Crashes. S. Study. Washington, DC. NTSB/SS-90/01 and NTSV/SS-90/02.
    • (1990)
  • 49
    • 79955900528 scopus 로고    scopus 로고
    • NTSB. Evaluation of U.S. Department of Transportation Efforts in the 1990s to Address Operator Fatigue. NTSB. Washington, DC. SR-99/01.
    • NTSB, 1999. Evaluation of U.S. Department of Transportation Efforts in the 1990s to Address Operator Fatigue. NTSB. Washington, DC. SR-99/01.
    • (1999)
  • 50
    • 59849088169 scopus 로고    scopus 로고
    • EEG-based subject- and session-independant drowsiness detection: an unsupervised approach
    • Pal N.R., Chuang C.Y., et al. EEG-based subject- and session-independant drowsiness detection: an unsupervised approach. EURASIP J Adv in Sig Proc 2008 2008.
    • (2008) EURASIP J Adv in Sig Proc 2008
    • Pal, N.R.1    Chuang, C.Y.2
  • 51
    • 0035023565 scopus 로고    scopus 로고
    • The road to danger: the comparative risks of driving while sleepy
    • Powell N.B., Schechtman K.B., et al. The road to danger: the comparative risks of driving while sleepy. Laryngoscope 2001, 111(5):887-893.
    • (2001) Laryngoscope , vol.111 , Issue.5 , pp. 887-893
    • Powell, N.B.1    Schechtman, K.B.2
  • 52
    • 38949144731 scopus 로고    scopus 로고
    • Individualized performance prediction of sleep-deprived individuals with the two-process model
    • Rajaraman S., Gribok A.V., et al. Individualized performance prediction of sleep-deprived individuals with the two-process model. Journal of Applied Physiology 2008, 104(2):459-468.
    • (2008) Journal of Applied Physiology , vol.104 , Issue.2 , pp. 459-468
    • Rajaraman, S.1    Gribok, A.V.2
  • 53
    • 0033769027 scopus 로고    scopus 로고
    • A test for the determination of sustained attention in patients with obstructive sleep apnea syndrome
    • Randerath W.J., Gerdesmeyer C., et al. A test for the determination of sustained attention in patients with obstructive sleep apnea syndrome. Respiration 2000, 67(5):526-532.
    • (2000) Respiration , vol.67 , Issue.5 , pp. 526-532
    • Randerath, W.J.1    Gerdesmeyer, C.2
  • 54
    • 0030498996 scopus 로고    scopus 로고
    • Objective assessment of sleep and alertness in medical house staff and the impact of protected time for sleep
    • Richardson G.S., Wyatt J.K., et al. Objective assessment of sleep and alertness in medical house staff and the impact of protected time for sleep. Sleep 1996, 19(9):718-726.
    • (1996) Sleep , vol.19 , Issue.9 , pp. 718-726
    • Richardson, G.S.1    Wyatt, J.K.2
  • 55
    • 1642472779 scopus 로고    scopus 로고
    • Enhanced re-habituation of the orienting response of the human event-related potential
    • Sambeth A., Maes J.H., et al. Enhanced re-habituation of the orienting response of the human event-related potential. Neuroscience Letters 2004, 356(2):103-106.
    • (2004) Neuroscience Letters , vol.356 , Issue.2 , pp. 103-106
    • Sambeth, A.1    Maes, J.H.2
  • 56
    • 0023429208 scopus 로고
    • The EEG of drowsiness in normal adults
    • (review available)
    • Santamaria J., et al. The EEG of drowsiness in normal adults. Journal of Clinical Neurophysiology 1987, 4(4):327-382. (review available).
    • (1987) Journal of Clinical Neurophysiology , vol.4 , Issue.4 , pp. 327-382
    • Santamaria, J.1
  • 58
    • 21644438798 scopus 로고    scopus 로고
    • High-frequency EEG as measure of cognitive function capacity: a preliminary report
    • Sing H.C., Kautz M.A., et al. High-frequency EEG as measure of cognitive function capacity: a preliminary report. Aviation Space and Environmental Medicine 2005, 76(7 Suppl.):C114-135.
    • (2005) Aviation Space and Environmental Medicine , vol.76 , Issue.7 SUPPL.
    • Sing, H.C.1    Kautz, M.A.2
  • 59
    • 0036838374 scopus 로고    scopus 로고
    • The impact of moderate sleep loss on neurophysiologic signals during working-memory task performance
    • Smith M.E., McEvoy L.K., et al. The impact of moderate sleep loss on neurophysiologic signals during working-memory task performance. Sleep 2002, 25(7):784-794.
    • (2002) Sleep , vol.25 , Issue.7 , pp. 784-794
    • Smith, M.E.1    McEvoy, L.K.2
  • 60
    • 77950971034 scopus 로고    scopus 로고
    • Integrating EEG models of cognitive load with machine learning models of scientific problem solving
    • Strategic Analysis Inc., Arlington, VA, D. Schmorrow, K. Stanney, L. Reeves (Eds.)
    • Stevens R., Galloway T., et al. Integrating EEG models of cognitive load with machine learning models of scientific problem solving. Augmented Cognition: Past, Present and Future 2006, 55-65. Strategic Analysis Inc., Arlington, VA. D. Schmorrow, K. Stanney, L. Reeves (Eds.).
    • (2006) Augmented Cognition: Past, Present and Future , pp. 55-65
    • Stevens, R.1    Galloway, T.2
  • 61
    • 78650947430 scopus 로고    scopus 로고
    • EEG-related changes in cognitive workload, engagement and distraction as students acquire problem solving skills
    • Stevens R., Galloway T., et al. EEG-related changes in cognitive workload, engagement and distraction as students acquire problem solving skills. User Modeling Conference, Athens, Greece 2007.
    • (2007) User Modeling Conference, Athens, Greece
    • Stevens, R.1    Galloway, T.2
  • 62
    • 79955896500 scopus 로고    scopus 로고
    • Exploring neural trajectories of scientific problem solving skill acquisition
    • Springer-Verlag Berlin, Arlington, VA, D. Schmorrow, K. Stanney, L. Reeves (Eds.)
    • Stevens R., Galloway T., et al. Exploring neural trajectories of scientific problem solving skill acquisition. Augmented Cognition: Past, Present and Future 2007, 16. Springer-Verlag Berlin, Arlington, VA. D. Schmorrow, K. Stanney, L. Reeves (Eds.).
    • (2007) Augmented Cognition: Past, Present and Future , pp. 16
    • Stevens, R.1    Galloway, T.2
  • 63
    • 23944435015 scopus 로고    scopus 로고
    • Application of classical and model-based spectral methods to describe the state of alertness in EEG
    • Subasi A. Application of classical and model-based spectral methods to describe the state of alertness in EEG. Journal of Medical Systems 2005, 29(5):473-486.
    • (2005) Journal of Medical Systems , vol.29 , Issue.5 , pp. 473-486
    • Subasi, A.1
  • 64
    • 17744374301 scopus 로고    scopus 로고
    • Classification of EEG signals using neural network and logistic regression
    • Subasi A., Ercelebi E. Classification of EEG signals using neural network and logistic regression. Computer Methods and Programs in Biomedicine 2005, 78(2):87-99.
    • (2005) Computer Methods and Programs in Biomedicine , vol.78 , Issue.2 , pp. 87-99
    • Subasi, A.1    Ercelebi, E.2
  • 65
    • 78649250653 scopus 로고    scopus 로고
    • Influence of Hispanic ethnicity in prevalence of diabetes mellitus in sleep apnea and relationship to sleep phase
    • Surani S., Aguillar R., et al. Influence of Hispanic ethnicity in prevalence of diabetes mellitus in sleep apnea and relationship to sleep phase. Postgraduate Medicine 2009, 121(5):108-112.
    • (2009) Postgraduate Medicine , vol.121 , Issue.5 , pp. 108-112
    • Surani, S.1    Aguillar, R.2
  • 69
    • 0029891825 scopus 로고    scopus 로고
    • Cognitive function in patients with sleep apnea after acute nocturnal nasal continuous positive airway pressure (CPAP) treatment: sleepiness and hypoxemia effects
    • Valencia-Flores M., Bliwise D.L., et al. Cognitive function in patients with sleep apnea after acute nocturnal nasal continuous positive airway pressure (CPAP) treatment: sleepiness and hypoxemia effects. Journal of Clinical and Experimental Neuropsychology 1996, 18(2):197-210.
    • (1996) Journal of Clinical and Experimental Neuropsychology , vol.18 , Issue.2 , pp. 197-210
    • Valencia-Flores, M.1    Bliwise, D.L.2
  • 70
    • 0011054082 scopus 로고    scopus 로고
    • Modeling the effects of sleep debt: on the relevance of inter-individual differences
    • Van Dongen H., Dinges D. Modeling the effects of sleep debt: on the relevance of inter-individual differences. SRS Bulletin 2001, 7(2):69-72.
    • (2001) SRS Bulletin , vol.7 , Issue.2 , pp. 69-72
    • Van Dongen, H.1    Dinges, D.2
  • 71
    • 3543008959 scopus 로고    scopus 로고
    • Systematic interindividual differences in neurobehavioral impairment from sleep loss: evidence of trait-like differential vulnerability
    • Van Dongen H.P., Baynard M.D., et al. Systematic interindividual differences in neurobehavioral impairment from sleep loss: evidence of trait-like differential vulnerability. Sleep 2004, 27(3):423-433.
    • (2004) Sleep , vol.27 , Issue.3 , pp. 423-433
    • Van Dongen, H.P.1    Baynard, M.D.2
  • 72
    • 0036276923 scopus 로고    scopus 로고
    • Automatic recognition of alertness and drowsiness from EEG by an artificial neural network
    • Vuckovic A., Radivojevic V., et al. Automatic recognition of alertness and drowsiness from EEG by an artificial neural network. Medical Engineering and Physics 2002, 24(5):349-360.
    • (2002) Medical Engineering and Physics , vol.24 , Issue.5 , pp. 349-360
    • Vuckovic, A.1    Radivojevic, V.2
  • 73
    • 0033256704 scopus 로고    scopus 로고
    • Sustained attention on a continuous performance test
    • Weinstein M., Silverstein M.L., et al. Sustained attention on a continuous performance test. Perceptual and Motor Skills 1999, 89(3 Pt 1):1025-1027.
    • (1999) Perceptual and Motor Skills , vol.89 , Issue.3 PART 1 , pp. 1025-1027
    • Weinstein, M.1    Silverstein, M.L.2
  • 74
    • 0028967543 scopus 로고
    • Assessment of accuracy and analysis time of a novel device to monitor sleep and breathing in the home
    • White D.P., Gibb T.J., et al. Assessment of accuracy and analysis time of a novel device to monitor sleep and breathing in the home. Sleep 1995, 18(2):115-126.
    • (1995) Sleep , vol.18 , Issue.2 , pp. 115-126
    • White, D.P.1    Gibb, T.J.2
  • 75
    • 0025425401 scopus 로고
    • Response-stimulus interval in choice serial reaction time: interaction with sleep deprivation, choice, and practice
    • Wilkinson R.T. Response-stimulus interval in choice serial reaction time: interaction with sleep deprivation, choice, and practice. Quarterly Journal of Experimental Psychology A 1990, 42(2):401-423.
    • (1990) Quarterly Journal of Experimental Psychology A , vol.42 , Issue.2 , pp. 401-423
    • Wilkinson, R.T.1
  • 76
    • 0020167684 scopus 로고
    • Field test of arousal: a portable reaction timer with data storage
    • Wilkinson R.T., Houghton D. Field test of arousal: a portable reaction timer with data storage. Human Factors 1982, 24(4):487-493.
    • (1982) Human Factors , vol.24 , Issue.4 , pp. 487-493
    • Wilkinson, R.T.1    Houghton, D.2
  • 77
    • 0344236192 scopus 로고    scopus 로고
    • Operator funcitonal state classificaiton using multiple psychophysiological features in an air traffic control task
    • Wilson G.F., Russell C.A. Operator funcitonal state classificaiton using multiple psychophysiological features in an air traffic control task. Human Factors 2003, 45(3):381-389.
    • (2003) Human Factors , vol.45 , Issue.3 , pp. 381-389
    • Wilson, G.F.1    Russell, C.A.2
  • 78
    • 50049095022 scopus 로고    scopus 로고
    • Comparing the neurocognitive effects of 40h sustained wakefulness in patients with untreated OSA and healthy controls
    • Wong K.K., Marshall N.S., et al. Comparing the neurocognitive effects of 40h sustained wakefulness in patients with untreated OSA and healthy controls. Journal of Sleep Research 2008, 17(3):322-330.
    • (2008) Journal of Sleep Research , vol.17 , Issue.3 , pp. 322-330
    • Wong, K.K.1    Marshall, N.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.