Classification of construction hazard-related perceptions using: Wearable electroencephalogram and virtual reality

Monitoring distraction of construction workers caused by noise using a wearable Electroencephalography (EEG) device

(2021) Jinjing Ke et al.   AUTOMATION IN CONSTRUCTION

Validity and reliability of a wearable insole pressure system for measuring gait parameters to identify safety hazards in construction

(2020) Maxwell Fordjour Antwi-Afari et al.   Engineering Construction and Architectural Management

AutoML: A survey of the state-of-the-art

(2020) Xin He et al.   KNOWLEDGE-BASED SYSTEMS

A multimodal study to measure the cognitive demands of hazard recognition in construction workplaces

(2020) Pin-Chao Liao et al.   SAFETY SCIENCE

Hazard differentiation embedded in the brain: A near-infrared spectroscopy-based study

(2020) Xiaoshan Zhou et al.   AUTOMATION IN CONSTRUCTION

Feasibility analysis of electrodermal activity (EDA) acquired from wearable sensors to assess construction workers’ perceived risk

(2019) Byungjoo Choi et al.   SAFETY SCIENCE

Inferring workplace safety hazards from the spatial patterns of workers’ wearable data

(2019) Kanghyeok Yang et al.   ADVANCED ENGINEERING INFORMATICS

Wearable Sensing Technology Applications in Construction Safety and Health

(2019) Changbum R. Ahn et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Assessing the effects of slippery steel beam coatings to ironworkers' gait stability

(2018) Hyunsoo Kim et al.   APPLIED ERGONOMICS

EEG-based workers' stress recognition at construction sites

(2018) Houtan Jebelli et al.   AUTOMATION IN CONSTRUCTION

Automating and scaling personalized safety training using eye-tracking data

(2018) Idris Jeelani et al.   AUTOMATION IN CONSTRUCTION

EEG Signal-Processing Framework to Obtain High-Quality Brain Waves from an Off-the-Shelf Wearable EEG Device

(2018) Houtan Jebelli et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Measuring Workers’ Emotional State during Construction Tasks Using Wearable EEG

(2018) Sungjoo Hwang et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Examining the Relationship between Construction Workers’ Visual Attention and Situation Awareness under Fall and Tripping Hazard Conditions: Using Mobile Eye Tracking

(2018) Sogand Hasanzadeh et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Modulation of neuronal oscillatory activity in the beta- and gamma-band is associated with current individual anxiety levels

(2018) Till R. Schneider et al.   NEUROIMAGE

Measuring Workers’ Emotional State during Construction Tasks Using Wearable EEG

(2018) Sungjoo Hwang et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Examining the Relationship between Construction Workers’ Visual Attention and Situation Awareness under Fall and Tripping Hazard Conditions: Using Mobile Eye Tracking

(2018) Sogand Hasanzadeh et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

A Continuously Updated, Computationally Efficient Stress Recognition Framework Using Electroencephalogram (EEG) by Applying Online Multi-Task Learning Algorithms (OMTL)

(2018) Houtan Jebelli et al.   IEEE Journal of Biomedical and Health Informatics

Validating ambulatory gait assessment technique for hazard sensing in construction environments

(2018) Kanghyeok Yang et al.   AUTOMATION IN CONSTRUCTION

Detecting and measuring construction workers' vigilance through hybrid kinematic-EEG signals

(2018) Di Wang et al.   AUTOMATION IN CONSTRUCTION

Identifying Safety Hazards Using Collective Bodily Responses of Workers

(2017) Hyunsoo Kim et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Impact of Construction Workers’ Hazard Identification Skills on Their Visual Attention

(2017) Sogand Hasanzadeh et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Where Does EEG Come From and What Does It Mean?

(2017) Michael X Cohen   TRENDS IN NEUROSCIENCES

Identifying Safety Hazards Using Collective Bodily Responses of Workers

(2017) Hyunsoo Kim et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Impact of Construction Workers’ Hazard Identification Skills on Their Visual Attention

(2017) Sogand Hasanzadeh et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Revealing the “Invisible Gorilla” in construction: Estimating construction safety through mental workload assessment

(2016) Jiayu Chen et al.   AUTOMATION IN CONSTRUCTION

Computer vision techniques for construction safety and health monitoring

(2015) JoonOh Seo et al.   ADVANCED ENGINEERING INFORMATICS

Immersive virtual environments versus physical built environments: A benchmarking study for building design and user-built environment explorations

(2015) Arsalan Heydarian et al.   AUTOMATION IN CONSTRUCTION

A practical guide to the selection of independent components of the electroencephalogram for artifact correction

(2015) Maximilien Chaumon et al.   JOURNAL OF NEUROSCIENCE METHODS

Enhancing Construction Hazard Recognition and Communication with Energy-Based Cognitive Mnemonics and Safety Meeting Maturity Model: Multiple Baseline Study

(2013) Alex Albert et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Workplace hazard identification and management: The case of an underground mining operation

(2013) Susanne Bahn   SAFETY SCIENCE

Building Information Modeling (BIM) and Safety: Automatic Safety Checking of Construction Models and Schedules

(2012) Sijie Zhang et al.   AUTOMATION IN CONSTRUCTION

Occupational risk assessment in construction industry – Overview and reflection

(2011) Abel Pinto et al.   SAFETY SCIENCE

Neural bases of the non-conscious perception of emotional signals

(2010) Marco Tamietto et al.   NATURE REVIEWS NEUROSCIENCE

Construction Job Safety Analysis

(2010) Ophir Rozenfeld et al.   SAFETY SCIENCE

New insights into rhythmic brain activity from TMS–EEG studies

(2009) Gregor Thut et al.   TRENDS IN COGNITIVE SCIENCES