AIMC Topic: Efficiency, Organizational
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Integrating large language models in mental health practice: a qualitative descriptive study based on expert interviews.
Frontiers in public health
Nov 4, 2024
BACKGROUND: Progress in developing artificial intelligence (AI) products represented by large language models (LLMs) such as OpenAI's ChatGPT has sparked enthusiasm for their potential use in mental health practice. However, the perspectives on the i...
A case study of lean digital transformation through robotic process automation in healthcare.
Scientific reports
Jun 25, 2024
Under Taiwan's National Health Insurance (NHI) system, it's crucial for all healthcare providers to accurately submit medical expense claims to the National Health Insurance Administration (NHIA) to avoid incorrect deductions. With changes in healthc...
Managing low-acuity patients in an Emergency Department through simulation-based multiobjective optimization using a neural network metamodel.
Health care management science
Jun 10, 2024
This paper deals with Emergency Department (ED) fast-tracks for low-acuity patients, a strategy often adopted to reduce ED overcrowding. We focus on optimizing resource allocation in minor injuries units, which are the ED units that can treat low-acu...
Revolutionizing Schedules: The Power of AI in Physician Practices.
Frontiers of health services management
May 24, 2024
Since the early 2000s, artificial intelligence (AI) has raised concerns regarding its use in healthcare to manage vast amounts of patient data, ensure proper handling, and maintain robust security measures. Nevertheless, contemporary healthcare organ...
Unlocking the Value: Quantifying the Return on Investment of Hospital Artificial Intelligence.
Journal of the American College of Radiology : JACR
Mar 16, 2024
PURPOSE: A comprehensive return on investment (ROI) calculator was developed to evaluate the monetary and nonmonetary benefits of an artificial intelligence (AI)-powered radiology diagnostic imaging platform to inform decision makers interested in ad...
Artificial Intelligence in Operating Room Management.
Journal of medical systems
Feb 14, 2024
This systematic review examines the recent use of artificial intelligence, particularly machine learning, in the management of operating rooms. A total of 22 selected studies from February 2019 to September 2023 are analyzed. The review emphasizes th...
Sharing Patient Praises With Radiology Staff: Workflow Automation and Impact on Staff.
Journal of the American College of Radiology : JACR
Dec 28, 2023
OBJECTIVE: This study aims to develop and evaluate a semi-automated workflow using natural language processing (NLP) for sharing positive patient feedback with radiology staff, assessing its efficiency and impact on radiology staff morale.
How can artificial intelligence boost firms' exports? evidence from China.
PloS one
Aug 23, 2023
This paper explores the impact of artificial intelligence and industrial robots on firms' export behaviour and divides the impact mechanism into the productivity effect and labour substitution effect. It examines the effect of industrial robots on fi...
Application of Three-Stage DEA Model Combined with BP Neural Network in Microfinancial Efficiency Evaluation.
Computational intelligence and neuroscience
Jul 4, 2022
The research performed here intends to explore the future development model of new rural financial institutions and determine the financial efficiency goals, thereby providing a huge stage for the development of new rural financial institutions. It a...
Fulfilling the Promise of Artificial Intelligence in the Health Sector: Let's Get Real.
Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research
Jan 14, 2022
OBJECTIVES: This study aimed to showcase the potential and key concerns and risks of artificial intelligence (AI) in the health sector, illustrating its application with current examples, and to provide policy guidance for the development, assessment...
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