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Application of artificial intelligence in wearable devices: Opportunities and challenges
Background and objectives: Wearable technologies have added completely new and fast
emerging tools to the popular field of personal gadgets. Aside from being fashionable and …
emerging tools to the popular field of personal gadgets. Aside from being fashionable and …
Wearables measuring electrodermal activity to assess perceived stress in care: a sco** review
Background: Chronic stress responses can lead to physical and behavioural health
problems, often experienced and observed in the care of people with intellectual disabilities …
problems, often experienced and observed in the care of people with intellectual disabilities …
Automated detection of construction work at heights and deployment of safety hooks using IMU with a barometer
An automated system that identifies work at height and the fastening state of safety hooks
using wearable sensors was developed to prevent falls from height (FFH). This system …
using wearable sensors was developed to prevent falls from height (FFH). This system …
[HTML][HTML] Worker-centric heat strain analysis: Integrating physiological signals with ensemble learning and domain adaptation
Despite advances in utilizing physiological sensors and machine learning (ML) algorithms,
accurately and consistently monitoring heat strain levels of field workers on job sites remains …
accurately and consistently monitoring heat strain levels of field workers on job sites remains …
[HTML][HTML] Graph neural network-based propagation effects modeling for detecting visual relationships among construction resources
Detecting visual relationships among construction resources plays a pivotal role in
understanding complex construction scenes and performing vision-based site monitoring …
understanding complex construction scenes and performing vision-based site monitoring …
Measuring habituation to auditory warnings using behavioral and physiological data
Habituation to auditory warnings is a phenomenon where an individual exposed to frequent
auditory warnings responds slowly to them. Repetitive auditory warnings are triggered to …
auditory warnings responds slowly to them. Repetitive auditory warnings are triggered to …
Relationship between rework of engineering drawing tasks and stress level measured from physiological signals
This study investigates the relationship between stress levels and rework of engineering
drawing tasks by using physiological signals and surveys. Managing excessive stress at the …
drawing tasks by using physiological signals and surveys. Managing excessive stress at the …
Interpretable general thermal comfort model based on physiological data from wearable bio sensors: Light Gradient Boosting Machine (LightGBM) and SHapley …
This study aims to develop a general thermal comfort model using physiological signals
obtained from wristband-type wearable biosensors. Accordingly, we constructed and …
obtained from wristband-type wearable biosensors. Accordingly, we constructed and …
Enhancing human-centric physiological data-driven heat stress assessment in construction through a transfer learning-based approach
Recent advances in physiological sensors and machine learning have led to the
development of non-invasive heat stress monitoring frameworks that can continuously and …
development of non-invasive heat stress monitoring frameworks that can continuously and …
Capturing environmental distress of pedestrians using multimodal data: The interplay of biosignals and image-based data
Urban built environments often include many negative stimuli (eg, unleashed dogs, dead
animals, litter, graffiti, abandoned vehicles) that are linked with stress symptomatology …
animals, litter, graffiti, abandoned vehicles) that are linked with stress symptomatology …