AIMC Topic: Decision Support Techniques

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A novel medical information management and decision model for uncertain demand optimization.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2015
BACKGROUND: Accurately planning the procurement volume is an effective measure for controlling the medicine inventory cost. Due to uncertain demand it is difficult to make accurate decision on procurement volume. As to the biomedicine sensitive to ti...
Humans Algorithms Decision Support Techniques Fuzzy Logic Equipment and Supplies Information Management
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A Decision Fusion Framework for Treatment Recommendation Systems.

Studies in health technology and informatics Jan 1, 2015
Treatment recommendation is a nontrivial task--it requires not only domain knowledge from evidence-based medicine, but also data insights from descriptive, predictive and prescriptive analysis. A single treatment recommendation system is usually trai...
Machine Learning Decision Support Techniques Electronic Health Records Decision Support Systems, Clinical Natural Language Processing Data Mining Expert Systems Therapy, Computer-Assisted Models, Organizational Knowledge Management
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Detecting Learning and Reasoning Patterns in a CDSS for Dementia Investigation.

Studies in health technology and informatics Jan 1, 2015
Reasoning conducted in clinical practice is manifested through different and often combined reasoning and learning strategies, adjusted to the characteristics of the available information, the medical professional's experience and skills, and the ava...
Humans Machine Learning Decision Support Techniques Clinical Decision-Making Diagnosis, Computer-Assisted Dementia Decision Support Systems, Clinical Expert Systems Pattern Recognition, Automated Therapy, Computer-Assisted
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Personalized decision support system based on clinical practice guidelines.

Studies in health technology and informatics Jan 1, 2015
Personalized medicine is a broad and rapidly advancing field of health care that is informed by each person's unique clinical, genetic, genomic, and environmental information. Health care that embraces personalized medicine is an integrated, coordina...
Humans Neural Networks, Computer Decision Support Techniques Precision Medicine Fuzzy Logic Pneumonia Technology Assessment, Biomedical Practice Guidelines as Topic
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Feature selection using a neural framework with controlled redundancy.

IEEE transactions on neural networks and learning systems Jan 1, 2015
We first present a feature selection method based on a multilayer perceptron (MLP) neural network, called feature selection MLP (FSMLP). We explain how FSMLP can select essential features and discard derogatory and indifferent features. Such a method...
Humans Neural Networks, Computer Artificial Intelligence Decision Support Techniques Computer Simulation Learning Datasets as Topic Perception
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