AIMC Topic: Resource Allocation

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Achieving SDoH Resource Equity in PICU Using an AI-Enabled Patient Navigator.

Studies in health technology and informatics May 15, 2025
Trauma care coordination in the pediatric intensive care unit (PICU), including personalization of resources based on social determinants of health (SDoH), is challenging for already strained healthcare providers. Patient SDoH data collection is inco...
Resource Allocation Social Determinants of Health Child Health Equity Intensive Care Units, Pediatric Humans Artificial Intelligence
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Spatial differences, dynamic evolution and influencing factors of the coupling and coordination relationship between health resources allocation and health service utilization in China.

BMC public health May 14, 2025
BACKGROUND: With the progress of economic and social development, the demand for healthcare has increased, making the rational allocation of health resources and the efficient utilization of services crucial for public health. However, mismatches bet...
Humans Patient Acceptance of Health Care Resource Allocation China Spatio-Temporal Analysis
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Dynamic resource allocation in 5G networks using hybrid RL-CNN model for optimized latency and quality of service.

Network (Bristol, England) May 1, 2025
The rapid deployment of 5G networks necessitates innovative solutions for efficient and dynamic resource allocation. Current strategies, although effective to some extent, lack real-time adaptability and scalability in complex, dynamically-changing e...
Neural Networks, Computer Machine Learning Humans Resource Allocation
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On collaborative reinforcement learning to optimize the redistribution of critical medical supplies throughout the COVID-19 pandemic.

Journal of the American Medical Informatics Association : JAMIA Mar 18, 2021
OBJECTIVE: This work investigates how reinforcement learning and deep learning models can facilitate the near-optimal redistribution of medical equipment in order to bolster public health responses to future crises similar to the COVID-19 pandemic.
Resource Allocation Public Health Administration Equipment and Supplies COVID-19 Deep Learning Algorithms Machine Learning Pandemics
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Bias at warp speed: how AI may contribute to the disparities gap in the time of COVID-19.

Journal of the American Medical Informatics Association : JAMIA Jan 15, 2021
The COVID-19 pandemic is presenting a disproportionate impact on minorities in terms of infection rate, hospitalizations, and mortality. Many believe artificial intelligence (AI) is a solution to guide clinical decision-making for this novel disease,...
Resource Allocation Humans COVID-19 Artificial Intelligence Minority Groups Healthcare Disparities Clinical Decision-Making Health Status Disparities United States Information Storage and Retrieval Bias
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Making digital government a better government.

Nature Nov 1, 2018
Resource Allocation State Government Privacy Federal Government Efficiency, Organizational Algorithms United States Artificial Intelligence Internet Republic of Korea United Kingdom Denmark Computer Security Australia Estonia
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