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June 7, 2026Progress in Biomedical EngineeringOpen Access

Beyond the Lab: a Review on Neurophysiological Mental States Assessment in Real-World settings

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Authors

RCRossella CapotortoVRVincenzo RoncaGFGianluca Di Flumeri

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Overview

Review examines real-time monitoring of mental states in real-world settings, suggesting enhanced safety and performance.

Key Points

  • The review aims to assess advancements in neurophysiological monitoring of mental states in non-laboratory environments.
  • Reviewed 123 articles on real-time monitoring of mental states using wearable devices.
  • Analyzed the application of sensors for measuring mental workload, stress, attention, fatigue, drowsiness, and teamwork.
  • Explored methodological aspects, including data quality and processing for real-world application.
  • Identified the effectiveness of wearable biosensors in real-time monitoring of mental states.
  • Demonstrated the advantages of objective data over traditional subjective assessments.
  • Provided a comprehensive overview of advancements in methodology for real-world application.

Cite This Study

Capotorto et al. (2026) studied this question.

synapsesocial.com/papers/6a250cd27def13d035e1cfechttps://doi.org/10.1088/2516-1091/ae7863
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Also Consider

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

  1. 1Measurement Criteria for Neurophysiological Monitoring and Neuroadaptive Interfaces2026
  2. 2Real-Time Biometric Monitoring for Cognitive Workload Detection: A Narrative Review of Applications in High-Demand Professions2025
  3. 3Wearable Healthcare Devices for Monitoring Stress and Attention Level in Workplace Environments2024 · 3 citations
  4. 4Wearable Stress and Attention Detection: Bridging Lab Methods and Real-World Workplace Monitoring2026
  5. 5Evaluating Neurostellar’s Wearable Device Along with Its Robust Multimodal Approach for Real-Time Mental State Assessment: A Validation Study2025