AIMC Topic: Occupations

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Deep learning for occupation recognition and knowledge discovery in rheumatology clinical notes.

Scientific reports Jul 1, 2025
Occupational data is a crucial social determinant of health, influencing diagnostic accuracy, treatment strategies, and policy-making in healthcare. However, its inclusion in electronic health records (EHR) is often relegated to unstructured fields. ...
Adult Humans Male Electronic Health Records Female Rheumatic Diseases Rheumatology Occupations Middle Aged Deep Learning
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Supporting the working life exposome: Annotating occupational exposure for enhanced literature search.

PloS one Aug 15, 2024
An individual's likelihood of developing non-communicable diseases is often influenced by the types, intensities and duration of exposures at work. Job exposure matrices provide exposure estimates associated with different occupations. However, due t...
Natural Language Processing Occupations Exposome Humans Occupational Exposure
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Robot occupations affect the categorization border between human and robot faces.

Scientific reports Nov 7, 2023
The Uncanny Valley hypothesis implies that people perceive a subjective border between human and robot faces. The robot-human border refers to the level of human-like features that distinguishes humans from robots. However, whether people's perceived...
Humans Robotics Occupational Diseases Occupations
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Artificial intelligence and the work-health interface: A research agenda for a technologically transforming world of work.

American journal of industrial medicine Jul 31, 2023
The labor market is undergoing a rapid artificial intelligence (AI) revolution. There is currently limited empirical scholarship that focuses on how AI adoption affects employment opportunities and work environments in ways that shape worker health, ...
Artificial Intelligence Workplace Humans Employment Occupations
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Sustainability of translator training in higher education.

PloS one May 16, 2023
The United Nations has set a Sustainable Development Goal in education to be met hopefully by 2030. One of the target areas is to substantially increase the number of youth and adults possessing training and proficiency relevant to the technical and ...
Occupations Adult Students Adolescent Employment Artificial Intelligence Educational Status Humans
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Can digital skill protect against job displacement risk caused by artificial intelligence? Empirical evidence from 701 detailed occupations.

PloS one Nov 8, 2022
To identify the role of digital skill in the skill-biased technological changes caused by artificial intelligence, this study estimates the impacts of displacement risk on occupational wage and employment and examines the moderation effects of digita...
Artificial Intelligence Educational Status Occupations Employment Salaries and Fringe Benefits
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How to compete with robots by assessing job automation risks and resilient alternatives.

Science robotics Apr 13, 2022
The effects of robotics and artificial intelligence (AI) on the job market are matters of great social concern. Economists and technology experts are debating at what rate, and to what extent, technology could be used to replace humans in occupations...
Artificial Intelligence Occupations Robotics Automation Humans Employment
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Occupational profiling driven by online job advertisements: Taking the data analysis and processing engineering technicians as an example.

PloS one Jun 22, 2021
The occupational profiling system driven by the traditional survey method has some shortcomings such as lag in updating, time consumption and laborious revision. It is necessary to refine and improve the traditional occupational portrait system throu...
Occupations Algorithms Advertising Humans Neural Networks, Computer
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Does the rise of robotic technology make people healthier?

Health economics May 27, 2021
Technological advancements bring changes to our life, altering our behaviors as well as our role in the economy. In this paper, we examine the potential effect of the rise of robotic technology on health. Using the variation in the initial distributi...
Employment Occupations Robotics Robotic Surgical Procedures Humans Technology
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Text mining occupations from the mental health electronic health record: a natural language processing approach using records from the Clinical Record Interactive Search (CRIS) platform in south London, UK.

BMJ open Mar 25, 2021
OBJECTIVES: We set out to develop, evaluate and implement a novel application using natural language processing to text mine occupations from the free-text of psychiatric clinical notes.
Adolescent Natural Language Processing Mental Health Male London Data Mining Occupations Humans Electronic Health Records United Kingdom Adult
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