Evaluating Electroencephalogram-Based Predictive Model for Drowsiness Measurement to Reduce Accident Risk in Active Individuals: Protocol for a Preliminary Monocentric Study

By validating these novel EEG-based measures, this study aims to lay the groundwork for proactive strategies for drowsiness management in occupational, transportation, and clinical settings.

Authors

Institutions

Publication Details

Journal
JMIR Research Protocols
Published
2026-02-17
DOI
https://doi.org/10.2196/83969
Primary Topic
Sleep and Work-Related Fatigue
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Evaluating Electroencephalogram-Based Predictive Model for Drowsiness Measurement to Reduce Accident Risk in Active Individuals: Protocol for a Preliminary Monocentric Study

Julien Coelho, Patricia Sagaspe, Jacques Taillard, Julien Mattei et al.
JMIR Research Protocols
Sleep and Work-Related Fatigue
article

Evaluating Electroencephalogram-Based Predictive Model for Drowsiness Measurement to Reduce Accident Risk in Active Individuals: Protocol for a Preliminary Monocentric Study

Julien Coelho, Patricia Sagaspe, Jacques Taillard, Julien Mattei, Khadijeh Sadatnejad, Pierre Berthomier, Marie Brandewinder, Zoé Mazurie, Pierre Philip, Chloe Boitard, Julie Lenoir, Christian Berthomier, Jean-Arthur Micoulaud Franchi
article en

Abstract

By validating these novel EEG-based measures, this study aims to lay the groundwork for proactive strategies for drowsiness management in occupational, transportation, and clinical settings.

JMIR Research ProtocolsVol. 15
Université de Bordeaux (FR), Arts et Métiers (FR), Centre Hospitalier Universitaire de Bordeaux (FR), Hôpital Pellegrin (FR), Collège de Physique et de Philosophie (FR)
Openalex Percentile: Top 54%
Sleep and Work-Related Fatigue
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Evaluating Electroencephalogram-Based Predictive Model for Drowsiness Measurement to Reduce Accident Risk in Active Individuals: Protocol for a Preliminary Monocentric Study — Julien Coelho, Patricia Sagaspe, et al. · JMIR Research Protocols (2026) | TGRS Research Map | TGRS