AIMC Topic: Decision Making

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Diagnostic Machine Learning Models for Acute Abdominal Pain: Towards an e-Learning Tool for Medical Students.

Studies in health technology and informatics Jan 1, 2017
Computer-aided learning systems (e-learning systems) can help medical students gain more experience with diagnostic reasoning and decision making. Within this context, providing feedback that matches students' needs (i.e. personalised feedback) is bo...
Learning Abdominal Pain Feedback Students, Medical Education, Medical, Undergraduate Clinical Competence Humans Decision Making Machine Learning
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Processual Reasoning over Sequences of Situations in Endoscopic Surgery.

Studies in health technology and informatics Jan 1, 2017
Minimally invasive surgery is a highly complex and technically demanding alternative to open surgery. Surgical procedures based on this method are characterized by small incisions and allow for a fast recovery of the patient. Such techniques are chal...
Endoscopy Decision Making Biological Ontologies Humans
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Ready or Not, Here We Go: Decision-Making Strategies From Artificial Intelligence Based on Deep Neural Networks.

Neurosurgery Jun 1, 2016
Humans Neural Networks, Computer Artificial Intelligence Decision Making
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Goal-Directed Decision Making with Spiking Neurons.

The Journal of neuroscience : the official journal of the Society for Neuroscience Feb 3, 2016
UNLABELLED: Behavioral and neuroscientific data on reward-based decision making point to a fundamental distinction between habitual and goal-directed action selection. The formation of habits, which requires simple updating of cached values, has been...
Reinforcement, Psychology Choice Behavior Rats Action Potentials Neurons Goals Neural Networks, Computer Animals Decision Making
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Google AI algorithm masters ancient game of Go.

Nature Jan 28, 2016
Games, Recreational Goals Reinforcement, Psychology Neural Networks, Computer Software Supervised Machine Learning Biomimetics Decision Making Humans
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The importance of imagination (or lack thereof) in artificial, human and quantum decision making.

Philosophical transactions. Series A, Mathematical, physical, and engineering sciences Jan 13, 2016
Enlarging upon experiments and analysis that I did jointly some years ago, in which artificial (symbolic, neural-net and pattern) learning and generalization were compared with that of humans, I will emphasize the role of imagination (or lack thereof...
Humans Machine Learning Models, Neurological Decision Making Models, Statistical Decision Support Techniques Computer Simulation Quantum Theory Imagination
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[Watson, medicalized artificial intelligence].

Revue medicale suisse Oct 28, 2015
Decision Making Artificial Intelligence Delivery of Health Care Humans
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Evolutionary game dynamics of controlled and automatic decision-making.

Chaos (Woodbury, N.Y.) Jul 1, 2015
We integrate dual-process theories of human cognition with evolutionary game theory to study the evolution of automatic and controlled decision-making processes. We introduce a model in which agents who make decisions using either automatic or contro...
Humans Biomimetics Nonlinear Dynamics Game Theory Decision Support Techniques Machine Learning Cognition Biological Evolution Decision Making Algorithms
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Should You Trust Your Money to a Robot?

Big data Jun 1, 2015
Financial markets emanate massive amounts of data from which machines can, in principle, learn to invest with minimal initial guidance from humans. I contrast human and machine strengths and weaknesses in making investment decisions. The analysis rev...
Humans Trust Decision Making Investments Financial Management Artificial Intelligence Algorithms Robotics Data Interpretation, Statistical
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The entropic basis of collective behaviour.

Journal of the Royal Society, Interface May 6, 2015
We identify a unique viewpoint on the collective behaviour of intelligent agents. We first develop a highly general abstract model for the possible future lives these agents may encounter as a result of their decisions. In the context of these possib...
Computer Simulation Decision Making Machine Learning Decision Support Techniques Cooperative Behavior Interpersonal Relations Models, Statistical Entropy
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