AIMC Topic: Decision Making

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Nurses "Seeing Forest for the Trees" in the Age of Machine Learning: Using Nursing Knowledge to Improve Relevance and Performance.

Computers, informatics, nursing : CIN Apr 1, 2019
Although machine learning is increasingly being applied to support clinical decision making, there is a significant gap in understanding what it is and how nurses should adopt it in practice. The purpose of this case study is to show how one applicat...
Humans Machine Learning Aged Male Middle Aged Algorithms Delivery of Health Care Female Decision Making Nursing Informatics Big Data Health Knowledge, Attitudes, Practice
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Artificial Intelligence and the Future of the Drug Safety Professional.

Drug safety Apr 1, 2019
The healthcare industry, and specifically the pharmacovigilance industry, recognizes the need to support the increasing amount of data received from individual case safety reports (ICSRs). To cope with this increase, more healthcare and qualified pro...
Drug-Related Side Effects and Adverse Reactions Artificial Intelligence Machine Learning Pharmacovigilance Humans Algorithms Health Personnel Decision Making Risk Management
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TKRD: Trusted kernel rootkit detection for cybersecurity of VMs based on machine learning and memory forensic analysis.

Mathematical biosciences and engineering : MBE Mar 26, 2019
The promotion of cloud computing makes the virtual machine (VM) increasingly a target of malware attacks in cybersecurity such as those by kernel rootkits. Memory forensic, which observes the malicious tracks from the memory aspect, is a useful way f...
Area Under Curve Bayes Theorem False Positive Reactions Computer Security Cloud Computing Computers Support Vector Machine Decision Making Machine Learning Algorithms
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Learning From Peers' Eye Movements in the Absence of Expert Guidance: A Proof of Concept Using Laboratory Stock Trading, Eye Tracking, and Machine Learning.

Cognitive science Mar 1, 2019
Existing research shows that people can improve their decision skills by learning what experts paid attention to when faced with the same problem. However, in domains like financial education, effective instruction requires frequent, personalized fee...
Decision Making Financial Management Attention Crowdsourcing Learning Humans Professional Competence Feedback Machine Learning Peer Group Eye Movements
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The Effectiveness of the Game of Dice Task in Predicting At-Risk and Problem Gambling Among Adolescents: The Contribution of the Neural Networks.

Journal of gambling studies Mar 1, 2019
The Game of Dice Task (GDT; Brand et al. in Neuropsychology 19:267-277, 2005a; Psychiatry Res 133:91-99, 2005b) measures decision-making under objective risk conditions. Although disadvantageous decision-making has been shown in individuals with subs...
Gambling Behavior, Addictive Risk-Taking Adolescent Adolescent Behavior Decision Making Neuropsychological Tests Choice Behavior Female Young Adult Male Humans Neural Networks, Computer
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Artificial Intelligence in Oncology: Current Applications and Future Directions.

Oncology (Williston Park, N.Y.) Feb 15, 2019
Humans Neural Networks, Computer Neoplasms Artificial Intelligence Decision Making Machine Learning Medical Oncology
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A Data Mining Approach to Diagnose Cancer for Therapeutic Decision Making.

Alternative therapies in health and medicine Jan 9, 2019
BACKGROUND: With the increase in population, there is a rise in number of cancer cases starting from young children to old people. The uncommon cancers are generally sporadic and there are no pre-defined techniques/tools for the diagnosis. Identifyin...
Decision Making Data Mining Humans Child Neoplasms Support Vector Machine
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Personalized Pancreatic Cancer Management: A Systematic Review of How Machine Learning Is Supporting Decision-making.

Pancreas Jan 1, 2019
This review critically analyzes how machine learning is being used to support clinical decision-making in the management of potentially resectable pancreatic cancer. Following PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-analyses...
Humans Machine Learning Decision Support Techniques Pancreatic Neoplasms Bayes Theorem Markov Chains Precision Medicine Reproducibility of Results Decision Making
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How AI can be a force for good.

Science (New York, N.Y.) Aug 24, 2018
Artificial Intelligence Human Rights Decision Making Humans
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Enhanced Error Decoding from Error-Related Potentials using Convolutional Neural Networks.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2018
Error-related potentials are considered an important neuro-correlate for monitoring human intentionality in decision-making, human-human, or human-machine interaction scenarios. Multiple methods have been proposed in order to improve the recognition ...
Decision Making Humans Brain-Computer Interfaces Neural Networks, Computer
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