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May 7, 2024BioMedInformaticsOpen Access

An Overview of Approaches and Methods for the Cognitive Workload Estimation in Human–Machine Interaction Scenarios through Wearables Sensors

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Authors

SISabrina IarloriDPDavid PerpetuiniMTMichele Tritto

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Iarlori et al. (2024) studied this question.

synapsesocial.com/papers/68e6b291b6db643587633bf6https://doi.org/10.3390/biomedinformatics4020064
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Workload Assessment of Human-Machine Interface: A Simulator Study with Psychophysiological Measures2024
  2. 2Real-Time Biometric Monitoring for Cognitive Workload Detection: A Narrative Review of Applications in High-Demand Professions2025
  3. 3Mental workload assessment by monitoring brain, heart, and eye with six biomedical modalities during six cognitive tasks2024 · 45 citations
  4. 4Evaluating Cognitive Workload in Industrial Tasks via Immersive VR and Human Digital Twin Frameworks: Development of Application and Design of Experiment2026 · 1 citations
  5. 5Determining Cognitive Workload Using Physiological Measurements: Pupillometry and Heart-Rate Variability2024 · 13 citations