AIMC Topic: Efficiency, Organizational
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An innovative efficiency of incubator to enhance organization supportive business using machine learning approach.
PloS one
Jul 18, 2025
Many small businesses and startups struggle to adjust their operational plans to quickly changing market and financial situations. Traditional data-driven techniques often miss possibilities and waste resources. Our unique approach, Unified Statistic...
[Artificial intelligence in hospital logistics and operational processes].
Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz
Jul 15, 2025
The implementation of artificial intelligence (AI) solutions in hospital logistics is becoming increasingly important for optimizing clinical processes. This paper examines the use of AI in hospital logistics and other operational areas of healthcare...
Artificial Intelligence Solutions to Improve Emergency Department Wait Times: Living Systematic Review.
The Journal of emergency medicine
Jun 10, 2025
BACKGROUND: Overcrowding and long wait times in emergency departments (EDs) remain global challenges that negatively affect patient outcomes and staff satisfaction. As an emerging technology, artificial intelligence (AI) offers the potential to optim...
The AI Efficiency Paradox: Reclaiming Quality Patient Care in an Era of Optimization.
Journal of medical systems
Apr 17, 2025
We examine how artificial intelligence (AI) integration in healthcare may create an "efficiency paradox" where technologies designed to reduce workload can instead generate new layers of inefficiency. We argue that AI implementation strategies priori...
Innovative Technologies for Smarter and Efficient Operating Room Scheduling.
Journal of medical systems
Mar 21, 2025
An optimized scheduling system for surgical procedures is considered fundamental for maximizing hospital resource utilization and improving patient outcomes. The integration of Artificial Intelligence (AI) tools and New Technologies is paramount in t...
Understanding healthcare efficiency-an AI-supported narrative review of diverse terminologies used.
BMC medical education
Mar 20, 2025
BACKGROUND: Physicians have become more responsible for pursuing healthcare efficiency. However, contemporary literature uses multiple terminologies to describe healthcare efficiency. To identify which term is best suitable for medical education to e...
Leveraging Artificial Intelligence to Reduce Neuroscience ICU Length of Stay.
Journal of healthcare management / American College of Healthcare Executives
Mar 6, 2025
GOAL: Efficient patient flow is critical at Tampa General Hospital (TGH), a large academic tertiary care center and safety net hospital with more than 50,000 discharges and 30,000 surgical procedures per year. TGH collaborated with GE HealthCare Comm...
Integration of Virtual Technology and Artificial Intelligence Improves Satisfaction, Patient Safety, and Nursing Workforce Efficiency.
Journal of nursing care quality
Feb 25, 2025
BACKGROUND: Virtual care technology including artificial intelligence (AI) may augment nursing functions creating flexibility in staffing that reduces workforce shortages and enhances patient safety.
Determining human resource management key indicators and their impact on organizational performance using deep reinforcement learning.
Scientific reports
Feb 17, 2025
Performance-related indicators are crucial for evaluating and forecasting performance, enhancing decision-making efficiency, and establishing sustainable growth strategies. They motivate individuals and organizations, increase transparency, and accur...
Generative Artificial Intelligence Use in Healthcare: Opportunities for Clinical Excellence and Administrative Efficiency.
Journal of medical systems
Jan 16, 2025
Generative Artificial Intelligence (Gen AI) has transformative potential in healthcare to enhance patient care, personalize treatment options, train healthcare professionals, and advance medical research. This paper examines various clinical and non-...
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