AIMC Topic: Pattern Recognition, Automated

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Labeled Graph Kernel for Behavior Analysis.

IEEE transactions on pattern analysis and machine intelligence Sep 23, 2015
Automatic behavior analysis from video is a major topic in many areas of research, including computer vision, multimedia, robotics, biology, cognitive science, social psychology, psychiatry, and linguistics. Two major problems are of interest when an...
Video Recording Pattern Recognition, Automated Humans Algorithms Support Vector Machine
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Cost-Sensitive Local Binary Feature Learning for Facial Age Estimation.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Sep 23, 2015
In this paper, we propose a cost-sensitive local binary feature learning (CS-LBFL) method for facial age estimation. Unlike the conventional facial age estimation methods that employ hand-crafted descriptors or holistically learned descriptors for fe...
Adult Aging Middle Aged Adolescent Aged Aged, 80 and over Young Adult Pattern Recognition, Automated Image Processing, Computer-Assisted Anthropometry Face Humans Artificial Intelligence
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Analyzing animal behavior via classifying each video frame using convolutional neural networks.

Scientific reports Sep 23, 2015
High-throughput analysis of animal behavior requires software to analyze videos. Such software analyzes each frame individually, detecting animals' body parts. But the image analysis rarely attempts to recognize "behavioral states"-e.g., actions or f...
Pattern Recognition, Automated Image Enhancement Sexual Behavior, Animal Drosophila Behavior Observation Techniques Software Algorithms Animals Image Interpretation, Computer-Assisted Neural Networks, Computer Machine Learning
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A bifurcation identifier for IV-OCT using orthogonal least squares and supervised machine learning.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Sep 21, 2015
Intravascular optical coherence tomography (IV-OCT) is an in-vivo imaging modality based on the intravascular introduction of a catheter which provides a view of the inner wall of blood vessels with a spatial resolution of 10-20 μm. Recent studies in...
Coronary Artery Disease Supervised Machine Learning Image Interpretation, Computer-Assisted Pattern Recognition, Automated Image Enhancement Data Interpretation, Statistical Radiography Tomography, Optical Coherence Least-Squares Analysis Humans Reproducibility of Results Sensitivity and Specificity
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Compositional Dictionaries for Domain Adaptive Face Recognition.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Sep 16, 2015
We present a dictionary learning approach to compensate for the transformation of faces due to the changes in view point, illumination, resolution, and so on. The key idea of our approach is to force domain-invariant sparse coding, i.e., designing a ...
Image Processing, Computer-Assisted Face Pattern Recognition, Automated Humans Machine Learning Algorithms Databases, Factual
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Horror Image Recognition Based on Context-Aware Multi-Instance Learning.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Sep 16, 2015
Horror content sharing on the Web is a growing phenomenon that can interfere with our daily life and affect the mental health of those involved. As an important form of expression, horror images have their own characteristics that can evoke extreme e...
Humans Machine Learning Image Processing, Computer-Assisted Support Vector Machine Motion Pictures Fuzzy Logic Pattern Recognition, Automated Fear
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Supervised, Unsupervised, and Semi-Supervised Feature Selection: A Review on Gene Selection.

IEEE/ACM transactions on computational biology and bioinformatics Sep 14, 2015
Recently, feature selection and dimensionality reduction have become fundamental tools for many data mining tasks, especially for processing high-dimensional data such as gene expression microarray data. Gene expression microarray data comprises up t...
Data Mining Pattern Recognition, Automated Genes, Neoplasm Genetic Predisposition to Disease Databases, Genetic Neoplasm Proteins Genetic Markers Reproducibility of Results Sensitivity and Specificity Neoplasms Humans Machine Learning Algorithms
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Feasibility of 30-day hospital readmission prediction modeling based on health information exchange data.

International journal of medical informatics Sep 14, 2015
INTRODUCTION: Unplanned 30-day hospital readmission account for roughly $17 billion in annual Medicare spending. Many factors contribute to unplanned hospital readmissions and multiple models have been developed over the years to predict them. Most r...
Models, Statistical Natural Language Processing Feasibility Studies Data Mining Patient Readmission Pattern Recognition, Automated Vocabulary, Controlled Computer Simulation Reproducibility of Results Sensitivity and Specificity Prevalence Humans Health Information Exchange
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Textual inference for eligibility criteria resolution in clinical trials.

Journal of biomedical informatics Sep 14, 2015
Clinical trials are essential for determining whether new interventions are effective. In order to determine the eligibility of patients to enroll into these trials, clinical trial coordinators often perform a manual review of clinical notes in the e...
Humans Electronic Health Records Natural Language Processing Clinical Trials as Topic Vocabulary, Controlled Eligibility Determination Patient Selection Data Mining Pattern Recognition, Automated
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Comparison of UMLS terminologies to identify risk of heart disease using clinical notes.

Journal of biomedical informatics Sep 12, 2015
The second track of the 2014 i2b2 challenge asked participants to automatically identify risk factors for heart disease among diabetic patients using natural language processing techniques for clinical notes. This paper describes a rule-based system ...
Narration Natural Language Processing Coronary Artery Disease Confidentiality Incidence Cohort Studies Longitudinal Studies Computer Security Vocabulary, Controlled Diabetes Complications Ohio Data Mining Pattern Recognition, Automated Terminology as Topic Unified Medical Language System Electronic Health Records Female Aged Male Middle Aged Risk Assessment Comorbidity Humans
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