AIMC Topic: Decision Support Systems, Management

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Explainability does not improve biochemistry staff trust in artificial intelligence-based decision support.

Annals of clinical biochemistry Sep 22, 2022
BACKGROUND: Explainability, the aspect of artificial intelligence-based decision support (ADS) systems that allows users to understand why predictions are made, offers many potential benefits. One common claim is that explainability increases user tr...
Delivery of Health Care Trust Decision Support Systems, Management Humans Artificial Intelligence Algorithms
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Artificial Intelligence Decision Support for Medical Triage.

AMIA ... Annual Symposium proceedings. AMIA Symposium Jan 25, 2021
Applying state-of-the-art machine learning and natural language processing on approximately one million of teleconsultation records, we developed a triage system, now certified and in use at the largest European telemedicine provider. The system eval...
Triage Telemedicine Decision Support Systems, Management Expert Systems COVID-19 Remote Consultation Humans Algorithms Artificial Intelligence SARS-CoV-2
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Knowledge Extraction of Cohort Characteristics in Research Publications.

AMIA ... Annual Symposium proceedings. AMIA Symposium Jan 25, 2021
When healthcare providers review the results of a clinical trial study to understand its applicability to their practice, they typically analyze how well the characteristics of the study cohort correspond to those of the patients they see. We have pr...
Knowledge Bases Decision Support Systems, Management Databases, Factual Cohort Studies Publications Research Design Humans Health Personnel Artificial Intelligence
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Chaotic genetic algorithm and Adaboost ensemble metamodeling approach for optimum resource planning in emergency departments.

Artificial intelligence in medicine Oct 18, 2017
Long length of stay and overcrowding in emergency departments (EDs) are two common problems in the healthcare industry. To decrease the average length of stay (ALOS) and tackle overcrowding, numerous resources, including the number of doctors, nurses...
Computer Simulation Length of Stay Time Factors Emergency Service, Hospital Patient Care Team Neural Networks, Computer Decision Support Systems, Management Needs Assessment Machine Learning Workflow Health Services Needs and Demand Delivery of Health Care, Integrated Patient Discharge Decision Support Techniques Patient Admission Efficiency, Organizational Hospitals, Teaching Humans Nonlinear Dynamics
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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...
Biological Assay Safety Management Decision Support Systems, Management Humans Radiation Protection United States Systems Integration Expert Systems United States Department of Defense Disaster Planning Radiation Monitoring Models, Organizational
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Overcoming Major Barriers to Build Efficient Decision Support Systems in Pharmacovigilance.

Studies in health technology and informatics Jun 29, 2022
Many decision support methods and systems in pharmacovigilance are built without explicitly addressing specific challenges that jeopardize their eventual success. We describe two sets of challenges and appropriate strategies to address them. The firs...
Data Accuracy Decision Support Systems, Management Pharmacovigilance Decision Support Systems, Clinical Natural Language Processing User-Computer Interface
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EXpectation Propagation LOgistic REgRession on permissioned blockCHAIN (ExplorerChain): decentralized online healthcare/genomics predictive model learning.

Journal of the American Medical Informatics Association : JAMIA May 1, 2020
OBJECTIVE: Predicting patient outcomes using healthcare/genomics data is an increasingly popular/important area. However, some diseases are rare and require data from multiple institutions to construct generalizable models. To address institutional d...
Humans Prognosis Female Male Machine Learning Algorithms Delivery of Health Care Decision Support Systems, Management Datasets as Topic Computer Security Computer Communication Networks Blockchain Genomics Logistic Models Length of Stay Area Under Curve Decision Support Systems, Clinical
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Connecting Data to Value: An Operating Model for Healthcare Advanced Analytics.

Healthcare quarterly (Toronto, Ont.) Apr 1, 2020
Artificial intelligence offers the promise to revolutionize the way healthcare is delivered in the future. To capitalize on the value of advanced analytics and artificial intelligence, organizations must focus on building organizational capabilities....
Decision Support Systems, Management Automation Data Science Data Management Humans Artificial Intelligence Delivery of Health Care
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