AIMC Topic: Occupational Health
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Development and application of a fuzzy occupational health risk assessment model in the healthcare industry.
La Medicina del lavoro
Aug 25, 2022
BACKGROUND: Hazards of the workplace and their impacts on the healthcare industry affect the quality of patient care and safety and impose high costs on the healthcare industry. Occupational health in this industry requires proper identification of h...
Happy work: Improving enterprise human resource management by predicting workers' stress using deep learning.
PloS one
Apr 13, 2022
Recently, workers in most enterprises suffer from excessive occupational stress in the workplace, which negatively affects workers' productivity, safety, and health. To deal with stress in workers, it is vital for the human resource management (HRM) ...
Sources of Risk of AI Systems.
International journal of environmental research and public health
Mar 18, 2022
Artificial intelligence can be used to realise new types of protective devices and assistance systems, so their importance for occupational safety and health is continuously increasing. However, established risk mitigation measures in software develo...
Characterizing accident narratives with word embeddings: Improving accuracy, richness, and generalizability.
Journal of safety research
Dec 29, 2021
INTRODUCTION: Ensuring occupational health and safety is an enormous concern for organizations, as accidents not only harm workers but also result in financial losses. Analysis of accident data has the potential to reveal insights that may improve ca...
REDECA: A Novel Framework to Review Artificial Intelligence and Its Applications in Occupational Safety and Health.
International journal of environmental research and public health
Jun 22, 2021
INTRODUCTION: The field of artificial intelligence (AI) is rapidly expanding, with many applications seen routinely in health care, industry, and education, and increasingly in workplaces. Although there is growing evidence of applications of AI in w...
Deep Learning Models for Health and Safety Risk Prediction in Power Infrastructure Projects.
Risk analysis : an official publication of the Society for Risk Analysis
Nov 22, 2019
Inappropriate management of health and safety (H&S) risk in power infrastructure projects can result in occupational accidents and equipment damage. Accidents at work have detrimental effects on workers, company, and the general public. Despite the a...
[Application of deep learning for the occupational health of VDT workers].
Sangyo eiseigaku zasshi = Journal of occupational health
Jun 5, 2019
Deep Learning Algorithms with Demographic Information Help to Detect Tuberculosis in Chest Radiographs in Annual Workers' Health Examination Data.
International journal of environmental research and public health
Jan 16, 2019
We aimed to use deep learning to detect tuberculosis in chest radiographs in annual workers' health examination data and compare the performances of convolutional neural networks (CNNs) based on images only (I-CNN) and CNNs including demographic vari...
[Application of a deep learning for occupational health and safety recognition: a pilot study in a logistics industry].
Sangyo eiseigaku zasshi = Journal of occupational health
Aug 28, 2018
Application of Pythagorean fuzzy AHP and VIKOR methods in occupational health and safety risk assessment: the case of a gun and rifle barrel external surface oxidation and colouring unit.
International journal of occupational safety and ergonomics : JOSE
Jul 23, 2018
The field of occupational health and safety (OHS) focuses on reducing occupational accidents to an acceptable level. OHS covers systematic efforts aimed at providing employee health, safety and welfare in the workplace. This study proposes a new appr...
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