AIMC Topic: Public Health
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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...
Cholera Outbreak in Nigeria: History, Review of Socioeconomic and Meteorological Drivers, Diagnostic Challenges, and Artificial Intelligence Integration.
Global health, epidemiology and genomics
Jan 1, 2025
Cholera continues to pose a significant public health challenge in Nigeria, driven by socioeconomic disparities, poor sanitation, and environmental factors such as recurrent flooding. This narrative review examines cholera outbreaks in Nigeria, explo...
Researching public health datasets in the era of deep learning: a systematic literature review.
Health informatics journal
Jan 1, 2025
Explore deep learning applications in predictive analytics for public health data, identify challenges and trends, and then understand the current landscape. A systematic literature review was conducted in June 2023 to search articles on public hea...
Development of a Machine Learning Modeling Tool for Predicting HIV Incidence Using Public Health Data From a County in the Southern United States.
Clinical infectious diseases : an official publication of the Infectious Diseases Society of America
Sep 26, 2024
BACKGROUND: Advancements in machine learning (ML) have improved the accuracy of models that predict human immunodeficiency virus (HIV) incidence. These models have used electronic medical records and registries. We aim to broaden the application of t...
Artificial intelligence and data analytics competencies for public health professionals.
Journal of public health policy
Sep 1, 2024
Artificial intelligence vis-à-vis Foucault's medical gaze: implications for healthcare, public health, and prison.
Journal of public health (Oxford, England)
Aug 25, 2024
Streamlining social media information retrieval for public health research with deep learning.
Journal of the American Medical Informatics Association : JAMIA
Jun 20, 2024
OBJECTIVE: Social media-based public health research is crucial for epidemic surveillance, but most studies identify relevant corpora with keyword-matching. This study develops a system to streamline the process of curating colloquial medical diction...
WHO unveils a digital health promoter harnessing generative AI for public health.
Saudi medical journal
Jun 1, 2024
Transforming Public Health Practice With Generative Artificial Intelligence.
Health affairs (Project Hope)
Jun 1, 2024
Public health practice appears poised to undergo a transformative shift as a result of the latest advancements in artificial intelligence (AI). These changes will usher in a new era of public health, charged with responding to deficiencies identified...
What's artificial intelligence (AI) got to do with it-inequality and public health?
Journal of public health (Oxford, England)
May 29, 2024
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