AIMC Topic: Health Workforce
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Balancing act: the complex role of artificial intelligence in addressing burnout and healthcare workforce dynamics.
BMJ health & care informatics
Aug 24, 2024
Burnout and workforce attrition present pressing global challenges in healthcare, severely impacting the quality of patient care and the sustainability of health systems worldwide. Artificial intelligence (AI) has immense potential to reduce the admi...
Navigating the impact of artificial intelligence on our healthcare workforce.
Journal of clinical nursing
Apr 25, 2024
The role of innovative technologies in reducing health system inequity.
Healthcare management forum
Oct 20, 2023
The scarcity of Health Human Resources (HHR), regional disparities, and decentralized healthcare systems have profoundly affected health equity in Canada. Adequate HHR allocation is essential for equitable healthcare delivery, and the COVID-19 pandem...
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...
An equitable and sustainable community of practice framework to address the use of artificial intelligence for global health workforce training.
Human resources for health
Jun 13, 2023
Artificial Intelligence (AI) technologies and data science models may hold potential for enabling an understanding of global health inequities and support decision-making related toward possible interventions. However, AI inputs should not perpetuate...
Prediction of Labor Unemployment Based on Time Series Model and Neural Network Model.
Computational intelligence and neuroscience
Jun 3, 2022
With the advent of big data, statistical accounting based on artificial intelligence can realistically reflect the dynamics of labor force and market segmentation. Therefore, based on the combination of machine learning algorithm and traditional stat...
By the time we build robots that care for us, will we be able to care for them?
Science robotics
Sep 29, 2021
by Kazuo Ishiguro is reviewed.
Health Information Management: Implications of Artificial Intelligence on Healthcare Data and Information Management.
Yearbook of medical informatics
Aug 16, 2019
OBJECTIVE: This paper explores the implications of artificial intelligence (AI) on the management of healthcare data and information and how AI technologies will affect the responsibilities and work of health information management (HIM) professional...
Will artificial intelligence solve the human resource crisis in healthcare?
BMC health services research
Jul 13, 2018
Artificial intelligence (AI) has the potential to ease the human resources crisis in healthcare by facilitating diagnostics, decision-making, big data analytics and administration, among others. For this we must first tackle the technological, ethica...
Leveraging big data in health care and public health for AI driven talent development in rural areas.
Frontiers in public health
Jan 1, 2025
INTRODUCTION: This study proposes a novel Transformer-based approach to enhance talent attraction and retention strategies in rural public health systems. Motivated by the persistent shortage of skilled professionals in underserved areas and the limi...
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