AIMC Topic: Models, Organizational
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Combining simulation models and machine learning in healthcare management: strategies and applications.
Progress in biomedical engineering (Bristol, England)
Feb 9, 2024
Simulation models and artificial intelligence (AI) are largely used to address healthcare and biomedical engineering problems. Both approaches showed promising results in the analysis and optimization of healthcare processes. Therefore, the combinati...
Mapping technological innovation dynamics in artificial intelligence domains: Evidence from a global patent analysis.
PloS one
Dec 31, 2021
Artificial intelligence (AI) is emerging as a technology at the center of many political, economic, and societal debates. This paper formulates a new AI patent search strategy and applies this to provide a landscape analysis of AI innovation dynamics...
Artificial Intelligence: A New Tool in Operating Room Management. Role of Machine Learning Models in Operating Room Optimization.
Journal of medical systems
Dec 10, 2019
We conducted a systematic review of literature to better understand the role of new technologies in the perioperative period; in particular we focus on the administrative and managerial Operating Room (OR) perspective. Studies conducted on adult (≥ 1...
Developing an Artificial Intelligence-Enabled Health Care Practice: Rewiring Health Care Professions for Better Care.
Journal of medical imaging and radiation sciences
Nov 29, 2019
Artificial intelligence (AI) has the potential to impact almost every aspect of health care, from detection to prediction and prevention. The adoption of new technologies in health care, however, lags far behind the emergence of new technologies. Hea...
Improving Operating Room Efficiency: Machine Learning Approach to Predict Case-Time Duration.
Journal of the American College of Surgeons
Jul 13, 2019
BACKGROUND: Accurate estimation of operative case-time duration is critical for optimizing operating room use. Current estimates are inaccurate and earlier models include data not available at the time of scheduling. Our objective was to develop stat...
ProFUSO: Business process and ontology-based framework to develop ubiquitous computing support systems for chronic patients' management.
Journal of biomedical informatics
Apr 5, 2018
New advances in telemedicine, ubiquitous computing, and artificial intelligence have supported the emergence of more advanced applications and support systems for chronic patients. This trend addresses the important problem of chronic illnesses, high...
Framework for Infectious Disease Analysis: A comprehensive and integrative multi-modeling approach to disease prediction and management.
Health informatics journal
Dec 27, 2017
The impact of infectious disease on human populations is a function of many factors including environmental conditions, vector dynamics, transmission mechanics, social and cultural behaviors, and public policy. A comprehensive framework for disease m...
Using Neural Networks to predict HFACS unsafe acts from the pre-conditions of unsafe acts.
Ergonomics
Dec 19, 2017
Human Factors Analysis and Classification System (HFACS) is based upon Reason's organizational model of human error which suggests that there is a 'one to many' mapping of condition tokens (HFACS level 2 psychological precursors) to unsafe act tokens...
U.S. Department of Defense Multiple-Parameter Biodosimetry Network.
Radiation protection dosimetry
Nov 24, 2016
The U.S. Department of Defense (USDOD) service members are at risk of exposure to ionizing radiation due to radiation accidents, terrorist attacks and national defense activities. The use of biodosimetry is a standard of care for the triage and treat...
Innovation technology in neurorehabilitation: introducing a hub and spoke model to avoid patient "migration" in Sicily.
Journal of health organization and management
Jan 20, 2020
PURPOSE: In the Italian National Health Service, hospital planning has been influenced by two aspects: patients' freedom to choose their healthcare provider and the equal distribution of centers spread throughout country. Unfortunately, while every I...
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