Smart wearables for the detection of cardiovascular diseases: a systematic literature review

M Moshawrab, M Adda, A Bouzouane, H Ibrahim… - Sensors, 2023 - mdpi.com
Background: The advancement of information and communication technologies and the
growing power of artificial intelligence are successfully transforming a number of concepts …

Reviewing federated learning aggregation algorithms; strategies, contributions, limitations and future perspectives

M Moshawrab, M Adda, A Bouzouane, H Ibrahim… - Electronics, 2023 - mdpi.com
The success of machine learning (ML) techniques in the formerly difficult areas of data
analysis and pattern extraction has led to their widespread incorporation into various …

Reviewing federated machine learning and its use in diseases prediction

M Moshawrab, M Adda, A Bouzouane, H Ibrahim… - Sensors, 2023 - mdpi.com
Machine learning (ML) has succeeded in improving our daily routines by enabling
automation and improved decision making in a variety of industries such as healthcare …

Machine learning and AI technologies for smart wearables

KP Seng, LM Ang, E Peter, A Mmonyi - Electronics, 2023 - mdpi.com
The recent progress in computational, communications, and artificial intelligence (AI)
technologies, and the widespread availability of smartphones together with the growing …

Reviewing multimodal machine learning and its use in cardiovascular diseases detection

M Moshawrab, M Adda, A Bouzouane, H Ibrahim… - Electronics, 2023 - mdpi.com
Machine Learning (ML) and Deep Learning (DL) are derivatives of Artificial Intelligence (AI)
that have already demonstrated their effectiveness in a variety of domains, including …

Machine learning approach to model physical fatigue during incremental exercise among firefighters

D Bustos, F Cardoso, M Rios, M Vaz, J Guedes… - Sensors, 2022 - mdpi.com
Physical fatigue is a serious threat to the health and safety of firefighters. Its effects include
decreased cognitive abilities and a heightened risk of accidents. Subjective scales and …

Safety culture and worker fatigue management in the offshore oil and gas industry: An interview study

X Wang, F Sasangohar, S Payne, RK Mehta - International Journal of …, 2024 - Elsevier
Multiple incidents in the offshore oil and gas industry have been associated with poor safety
culture. Regular assessments of safety culture among operators and contractors is …

Biomechanical Assessments of the Upper Limb for Determining Fatigue, Strain and Effort from the Laboratory to the Industrial Working Place: A Systematic Review

C Brambilla, M Lavit Nicora, F Storm, G Reni… - Bioengineering, 2023 - mdpi.com
Recent human-centered developments in the industrial field (Industry 5.0) lead companies
and stakeholders to ensure the wellbeing of their workers with assessments of upper limb …

Self-powered and self-sensing wearable devices from a comfort perspective

R Zou, H Chen, H Pan, H Zhang, L Kong, Z Zhang… - Device, 2024 - cell.com
Wearable devices play a crucial role in daily life and are extensively used in health
monitoring, motion capture, and human-machine interaction. The comfort of the devices …

Exploring the Applicability of Physiological Monitoring to Manage Physical Fatigue in Firefighters

D Bustos, R Cardoso, DD Carvalho, J Guedes, M Vaz… - Sensors, 2023 - mdpi.com
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 …