AIMC Topic: Health Occupations
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Systems that evaluate international equivalency in health-related professions: a scoping review with a focus on Canada.
Human resources for health
Oct 6, 2023
Health workforce planning has become a significant global problem considering there are estimates of an 18 million healthcare provider shortfall by 2030. There are two mechanisms to address healthcare worker shortages: (1) domestic education of those...
The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach.
Journal of medical Internet research
Jul 12, 2023
BACKGROUND: Machine learning and artificial intelligence have shown promising results in many areas and are driven by the increasing amount of available data. However, these data are often distributed across different institutions and cannot be easil...
Computer Science meets Vascular Surgery: Keeping a pulse on artificial intelligence.
Seminars in vascular surgery
May 27, 2023
Artificial intelligence (AI)-based technologies have garnered interest across a range of disciplines in the past several years, with an even more recent interest in various health care fields, including Vascular Surgery. AI offers a unique ability to...
Presidential address: improving item validity and adopting computer-based testing, clinical skills assessments, artificial intelligence, and virtual reality in health professions licensing examinations in Korea.
Journal of educational evaluation for health professions
Mar 27, 2023
Ethical use of Artificial Intelligence in Health Professions Education: AMEE Guide No. 158.
Medical teacher
Mar 13, 2023
Health Professions Education (HPE) has benefitted from the advances in Artificial Intelligence (AI) and is set to benefit more in the future. Just as any technological advance opens discussions about ethics, so the implications of AI for HPE ethics n...
Public perceptions on the application of artificial intelligence in healthcare: a qualitative meta-synthesis.
BMJ open
Jan 4, 2023
OBJECTIVES: Medical artificial intelligence (AI) has been used widely applied in clinical field due to its convenience and innovation. However, several policy and regulatory issues such as credibility, sharing of responsibility and ethics have raised...
The role of data science and machine learning in Health Professions Education: practical applications, theoretical contributions, and epistemic beliefs.
Advances in health sciences education : theory and practice
Nov 3, 2020
Data science is an inter-disciplinary field that uses computer-based algorithms and methods to gain insights from large and often complex datasets. Data science, which includes Artificial Intelligence techniques such as Machine Learning (ML), has bee...
Data Mining for Biomedicine and Healthcare.
Journal of healthcare engineering
Aug 20, 2017
Learning from Dorothy Vaughan: artificial intelligence and the health professions.
Medical education
Jul 19, 2017
Evaluating User Interactions and Adoption Patterns of Generative AI in Health Care Occupations Using Claude: Cross-Sectional Study.
Journal of medical Internet research
May 30, 2025
BACKGROUND: Generative artificial intelligence (GenAI) systems like Anthropic's Claude and OpenAI's ChatGPT are rapidly being adopted in various sectors, including health care, offering potential benefits for clinical support, administrative efficien...
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