A dataset for fatigue estimation during shoulder internal and external rotation movements using wearables
Wearable sensors have recently been extensively used in sports science, physical
rehabilitation, and industry providing feedback on physical fatigue. Information obtained …
rehabilitation, and industry providing feedback on physical fatigue. Information obtained …
Exploring the Applicability of Physiological Monitoring to Manage Physical Fatigue in Firefighters
Physical fatigue reduces productivity and quality of work while increasing the risk of injuries
and accidents among safety-sensitive professionals. To prevent its adverse effects …
and accidents among safety-sensitive professionals. To prevent its adverse effects …
Bioactive Compounds in Citrus Reticulata Peel Are Potential Candidates for Alleviating Physical Fatigue through a Triad Approach of Network Pharmacology …
A Ullah, Q Sun, J Li, J Li, P Khatun, G Kou, Q Lyu - Nutrients, 2024 - mdpi.com
Physical fatigue (peripheral fatigue), which affects a considerable portion of the world
population, is a decline in the ability of muscle fibers to contract effectively due to alterations …
population, is a decline in the ability of muscle fibers to contract effectively due to alterations …
The effect of craniosacral therapy on blood levels of stress hormones in male firefighter cadets: a randomized clinical trial
M Wójcik, B Bordoni, I Siatkowski, E Żekanowska - Behavioral Sciences, 2023 - mdpi.com
(1) Background: Fire department cadets preparing to become firefighters and paramedics
experience high levels of stress when participating in incidents like traffic accidents and …
experience high levels of stress when participating in incidents like traffic accidents and …
Prediction of instantaneous perceived effort during outdoor running using accelerometry and machine learning
The rate of perceived effort (RPE) is a subjective scale widely used for defining training
loads. However, the subjective nature of the metric might lead to an inaccurate …
loads. However, the subjective nature of the metric might lead to an inaccurate …
Exploring the role of cardiac activity in forecasting cognitive fatigue with machine learning
Fatigue poses significant risks to safety, productivity, and overall well-being. Traditional
statistical methods have been employed for inferring fatigue-related patterns; however, there …
statistical methods have been employed for inferring fatigue-related patterns; however, there …
Relationship between physical fatigue and mental fatigue based on multimodal measurement under different load levels
H **, M **ao, L Liu, S Kan, Y Fu, D Zhang - Ergonomics, 2024 - Taylor & Francis
Based on multimodal measurement methods of NASA task load index (NASA-TLX), task
performance, surface electromyography (sEMG), heart rate (HR), and functional near …
performance, surface electromyography (sEMG), heart rate (HR), and functional near …
[HTML][HTML] Dynamic Prediction of Physical Exertion: Leveraging AI Models and Wearable Sensor Data During Cycling Exercise
Background/Objectives: This study aimed to explore machine learning approaches for
predicting physical exertion using physiological signals collected from wearable devices …
predicting physical exertion using physiological signals collected from wearable devices …
[PDF][PDF] Wearable Technology and Machine Learning for Assessing Physical Fatigue in Industry 4.0
Industry 4.0 is a shift towards automation and data integration in manufacturing and process
sectors. However, manual material handling and repetitive operations still cause significant …
sectors. However, manual material handling and repetitive operations still cause significant …
Heart Rate Variability-Based Stress Detection and Fall Risk Monitoring During Daily Activities: A Machine Learning Approach
IB Messaoud, O Thamsuwan - Computers, 2025 - mdpi.com
Impaired balance and mental stress are significant health concerns, particularly among
older adults. This study investigated the relationship between the heart rate variability and …
older adults. This study investigated the relationship between the heart rate variability and …