0000000000936723

AUTHOR

Martin Golz

showing 2 related works from this author

The role of expert evaluation for microsleep detection

2015

Abstract Recently, it has been shown by overnight driving simulation studies that microsleep density is the only known sleepiness indicator which rapidly increases within a few seconds immediately before sleepiness related crashes. This indicator is based solely on EEG and EOG and subsequent adaptive pattern recognition. Accurate microsleep recognition is very important for the performance of this sleepiness indicator. The question is whether expensive evaluations of microsleep events by a) experts are necessary or b) non-experts provide sufficient evaluations. Based on 11,114 microsleep events in case a) and 12,787 in case b) recognition accuracies were investigated utilizing (i) artificia…

driving simulationmicrosleepMicrosleepArtificial neural networkmedicine.diagnostic_testComputer sciencebusiness.industryBiomedical EngineeringRElectroencephalographysupport-vector machinesMachine learningcomputer.software_genresleepinessneural networksSupport vector machineeogExpert evaluationmedicineDriving simulationMedicineArtificial intelligenceeegbusinesscomputerCurrent Directions in Biomedical Engineering
researchProduct

Further development of a commercial driving simulation for research in occupational medicine

2012

Objectives: The purpose of this study was to refine a commercial car driving simulation for occupational research. As the effects of ethanol on driving behavior are well established, we choose alcohol as a test compound to investigate the performance of subjects during simulation. Materials and Methods: We programmed a night driving scenario consisting of monotonous highway and a rural road on a Foerst F10-P driving simulator. Twenty healthy men, 19-30 years, participated in a pilot study. Subjects were screened for simulator sickness, followed by training on the simulator one hour in total. Experiments were performed in the morning on a separate day. Participants were randomized into eithe…

AdultMaleAutomobile DrivingOccupational Medicinemedicine.medical_specialtyBiomedical Researchbraking reaction timelane keeping behaviorPoison controllcsh:MedicinePilot ProjectsOccupational safety and healthlaw.inventionOccupational medicineYoung AdultRandomized controlled triallawTask Performance and AnalysisReaction TimeHumansLearningMedicineComputer SimulationMorningbusiness.industrydriving simulatorlcsh:RPublic Health Environmental and Occupational HealthDriving simulatorGeneral Medicinesimulator sicknessTest (assessment)Simulator sicknessPhysical therapyethanolbusinessAlcoholic Intoxicationhuman activitieslearning effectInternational Journal of Occupational Medicine and Environmental Health
researchProduct