AIMC Topic: Pattern Recognition, Automated

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A hybrid model for automatic identification of risk factors for heart disease.

Journal of biomedical informatics Sep 12, 2015
Coronary artery disease (CAD) is the leading cause of death in both the UK and worldwide. The detection of related risk factors and tracking their progress over time is of great importance for early prevention and treatment of CAD. This paper describ...
Pattern Recognition, Automated Computer Security Vocabulary, Controlled Incidence Cohort Studies Longitudinal Studies Narration Confidentiality Data Mining United Kingdom Natural Language Processing Coronary Artery Disease Humans Electronic Health Records Female Aged Male Middle Aged Risk Assessment Comorbidity
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Classifying Regularized Sensor Covariance Matrices: An Alternative to CSP.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Sep 10, 2015
Common spatial patterns (CSP) is a commonly used technique for classifying imagined movement type brain-computer interface (BCI) datasets. It has been very successful with many extensions and improvements on the basic technique. However, a drawback o...
Electroencephalography Pattern Recognition, Automated Brain-Computer Interfaces Signal-To-Noise Ratio Algorithms Reproducibility of Results Sensitivity and Specificity Data Interpretation, Statistical Machine Learning
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Automatic Identification of Human Erythrocytes in Microscopic Fecal Specimens.

Journal of medical systems Sep 9, 2015
Traditional fecal erythrocyte detection is performed via a manual operation that is unsuitable because it depends significantly on the expertise of individual inspectors. To recognize human erythrocytes automatically and precisely, automatic segmenta...
Fuzzy Logic Microscopy Image Interpretation, Computer-Assisted Erythrocytes Pattern Recognition, Automated Humans Neural Networks, Computer Algorithms Feces
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Automated measurement of mouse social behaviors using depth sensing, video tracking, and machine learning.

Proceedings of the National Academy of Sciences of the United States of America Sep 9, 2015
A lack of automated, quantitative, and accurate assessment of social behaviors in mammalian animal models has limited progress toward understanding mechanisms underlying social interactions and their disorders such as autism. Here we present a new in...
Social Behavior Image Processing, Computer-Assisted Mice Mice, Inbred BALB C Mice, Inbred C57BL Pattern Recognition, Automated Machine Learning Female Video Recording Models, Animal Reproducibility of Results Software Observer Variation Behavior, Animal Algorithms Animals Computers Male
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Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box.

Medical image analysis Sep 8, 2015
In this paper, we tackle the problem of automatic classification of pulmonary peri-fissural nodules (PFNs). The classification problem is formulated as a machine learning approach, where detected nodule candidates are classified as PFNs or non-PFNs. ...
Sensitivity and Specificity Imaging, Three-Dimensional Lung Neoplasms Solitary Pulmonary Nodule Radiographic Image Interpretation, Computer-Assisted Pattern Recognition, Automated Radiographic Image Enhancement Subtraction Technique Software Algorithms Tomography, X-Ray Computed Reproducibility of Results Humans Neural Networks, Computer
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An automatic system to identify heart disease risk factors in clinical texts over time.

Journal of biomedical informatics Sep 8, 2015
Despite recent progress in prediction and prevention, heart disease remains a leading cause of death. One preliminary step in heart disease prediction and prevention is risk factor identification. Many studies have been proposed to identify risk fact...
Comorbidity China Incidence Cohort Studies Male Cardiovascular Diseases Middle Aged Risk Assessment Data Mining Pattern Recognition, Automated Computer Security Vocabulary, Controlled Diabetes Complications Longitudinal Studies Narration Natural Language Processing Confidentiality Humans Electronic Health Records Female Aged
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Multiple Representations-Based Face Sketch-Photo Synthesis.

IEEE transactions on neural networks and learning systems Sep 7, 2015
Face sketch-photo synthesis plays an important role in law enforcement and digital entertainment. Most of the existing methods only use pixel intensities as the feature. Since face images can be described using features from multiple aspects, this pa...
Face Pattern Recognition, Automated Humans Neural Networks, Computer Algorithms Databases, Factual
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Multi-Objective Particle Swarm Optimization Approach for Cost-Based Feature Selection in Classification.

IEEE/ACM transactions on computational biology and bioinformatics Sep 4, 2015
Feature selection is an important data-preprocessing technique in classification problems such as bioinformatics and signal processing. Generally, there are some situations where a user is interested in not only maximizing the classification performa...
Models, Statistical Biomimetics Pattern Recognition, Automated Crowding Machine Learning Algorithms Computer Simulation
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Emergence of Leadership in a Group of Autonomous Robots.

PloS one Sep 4, 2015
In this paper we examine the factors contributing to the emergence of leadership in a group, and we explore the relationship between the role of the leader and the behavioural capabilities of other individuals. We use a simulation technique where a g...
Pattern Recognition, Automated Neural Networks, Computer Smell Machine Learning Vision, Ocular Leadership Models, Psychological Robotics
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Coronary artery disease risk assessment from unstructured electronic health records using text mining.

Journal of biomedical informatics Aug 28, 2015
Coronary artery disease (CAD) often leads to myocardial infarction, which may be fatal. Risk factors can be used to predict CAD, which may subsequently lead to prevention or early intervention. Patient data such as co-morbidities, medication history,...
Narration Natural Language Processing Confidentiality Data Mining Humans Male New South Wales Pattern Recognition, Automated Comorbidity Electronic Health Records Cardiovascular Diseases Computer Security Female Middle Aged Incidence Aged Vocabulary, Controlled Risk Assessment Cohort Studies Diabetes Complications Longitudinal Studies
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