AIMC Topic:
Models, Theoretical

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Rapid identification of slow healing wounds.

Wound repair and regeneration : official publication of the Wound Healing Society [and] the European Tissue Repair Society Feb 4, 2016
Chronic nonhealing wounds have a prevalence of 2% in the United States, and cost an estimated $50 billion annually. Accurate stratification of wounds for risk of slow healing may help guide treatment and referral decisions. We have applied modern mac...
Reproducibility of Results Aged Aged, 80 and over Female Infant, Newborn Middle Aged Risk Assessment Infant Young Adult Adult Male Humans Machine Learning Prognosis Retrospective Studies Early Medical Intervention Models, Theoretical Wound Healing Disease Management Chronic Disease Adolescent Child, Preschool Early Diagnosis Time Factors Wounds and Injuries Child Logistic Models
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Multi-source adaptation joint kernel sparse representation for visual classification.

Neural networks : the official journal of the International Neural Network Society Feb 3, 2016
Most of the existing domain adaptation learning (DAL) methods relies on a single source domain to learn a classifier with well-generalized performance for the target domain of interest, which may lead to the so-called negative transfer problem. To th...
Computer Simulation Models, Theoretical Machine Learning Algorithms
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Computerized "Learn-As-You-Go" classification of traumatic brain injuries using NEISS narrative data.

Accident; analysis and prevention Feb 3, 2016
One important routine task in injury research is to effectively classify injury circumstances into user-defined categories when using narrative text. However, traditional manual processes can be time consuming, and existing batch learning systems can...
Humans Models, Theoretical Brain Injuries Machine Learning Athletic Injuries Databases, Factual United States
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Experimental Matching of Instances to Heuristics for Constraint Satisfaction Problems.

Computational intelligence and neuroscience Feb 1, 2016
Constraint satisfaction problems are of special interest for the artificial intelligence and operations research community due to their many applications. Although heuristics involved in solving these problems have largely been studied in the past, l...
Nonlinear Dynamics Personal Satisfaction Humans Heuristics Algorithms Artificial Intelligence Computer Simulation Models, Theoretical
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An ensemble of dynamic neural network identifiers for fault detection and isolation of gas turbine engines.

Neural networks : the official journal of the International Neural Network Society Jan 29, 2016
In this paper, a new approach for Fault Detection and Isolation (FDI) of gas turbine engines is proposed by developing an ensemble of dynamic neural network identifiers. For health monitoring of the gas turbine engine, its dynamics is first identifie...
Algorithms Models, Theoretical Humans Support Vector Machine Neural Networks, Computer
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Exploring the Combination of Dempster-Shafer Theory and Neural Network for Predicting Trust and Distrust.

Computational intelligence and neuroscience Jan 28, 2016
In social media, trust and distrust among users are important factors in helping users make decisions, dissect information, and receive recommendations. However, the sparsity and imbalance of social relations bring great difficulties and challenges i...
Decision Making Humans Trust Models, Theoretical Neural Networks, Computer Emotions
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Development of Personalized Health Messages to Promote Engagement in Advance Care Planning.

Journal of the American Geriatrics Society Jan 25, 2016
OBJECTIVES: To develop and test the acceptability of personalized intervention materials to promote advance care planning (ACP) based on the Transtheoretical Model (TTM), in which readiness to change is a critical organizing construct.
Female Aged Aged, 80 and over Expert Systems Health Promotion Humans Attitude to Health Feedback Decision Making Male Advance Care Planning Models, Theoretical
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Analysis of the relation between health statistics and eating habits in Japanese prefectures using fuzzy robust regression model.

Computers in biology and medicine Jan 22, 2016
In recent years, the Japanese Ministry of Health, Labour, and Welfare is working to improve citizen׳s lifestyle and social environment to improve their health. This is because of the following reasons. Diseases related to lifestyle such as malignant ...
Feeding Behavior Life Style Japan Humans Health Behavior Models, Theoretical Fuzzy Logic
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Semantic representation of reported measurements in radiology.

BMC medical informatics and decision making Jan 22, 2016
BACKGROUND: In radiology, a vast amount of diverse data is generated, and unstructured reporting is standard. Hence, much useful information is trapped in free-text form, and often lost in translation and transmission. One relevant source of free-tex...
Image Processing, Computer-Assisted Models, Theoretical Radiology Semantics Humans Biological Ontologies Medical Informatics Applications
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Advanced Residuals Analysis for Determining the Number of PARAFAC Components in Dissolved Organic Matter.

Applied spectroscopy Jan 18, 2016
Parallel factor analysis (PARAFAC) has facilitated an explosion in research connecting the fluorescence properties of dissolved organic matter (DOM) to its functions and biogeochemical cycling in natural and engineered systems. However, the validatio...
Factor Analysis, Statistical Humic Substances Models, Theoretical Neural Networks, Computer Machine Learning Cluster Analysis Plant Leaves
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