AIMC Topic: Subtraction Technique

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Genetic algorithm-based classifiers fusion for multisensor activity recognition of elderly people.

IEEE journal of biomedical and health informatics Apr 21, 2014
Activity recognition of an elderly person can be used to provide information and intelligent services to health care professionals, carers, elderly people, and their families so that the elderly people can remain at homes independently. This study in...
Subtraction Technique Transducers Thermography Actigraphy Motor Activity Sensitivity and Specificity Male Models, Genetic Electrocardiography, Ambulatory Algorithms Humans Female Artificial Intelligence Reproducibility of Results Aged Geriatric Assessment Activities of Daily Living Pattern Recognition, Automated Accelerometry
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Evaluating performance of biomedical image retrieval systems--an overview of the medical image retrieval task at ImageCLEF 2004-2013.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Mar 27, 2014
Medical image retrieval and classification have been extremely active research topics over the past 15 years. Within the ImageCLEF benchmark in medical image retrieval and classification, a standard test bed was created that allows researchers to com...
Radiology Information Systems Vocabulary, Controlled Subtraction Technique User-Computer Interface Multimodal Imaging Natural Language Processing Documentation Information Storage and Retrieval Pattern Recognition, Automated Artificial Intelligence Terminology as Topic Algorithms
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PANDA-T1ρ: Integrating principal component analysis and dictionary learning for fast T1ρ mapping.

Magnetic resonance in medicine Feb 14, 2014
PURPOSE: Long scanning time greatly hinders the widespread application of spin-lattice relaxation in rotating frame (T1ρ) in clinics. In this study, a novel method is proposed to reconstruct the T1ρ-weighted images from undersampled k-space data and ...
Humans Machine Learning Algorithms Brain Models, Statistical Principal Component Analysis Data Interpretation, Statistical Image Interpretation, Computer-Assisted Computer Simulation Reproducibility of Results Sensitivity and Specificity Magnetic Resonance Imaging Systems Integration Subtraction Technique Spinal Cord Pattern Recognition, Automated Image Enhancement
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Outlier detection and removal improves accuracy of machine learning approach to multispectral burn diagnostic imaging.

Journal of biomedical optics Dec 1, 2015
Multispectral imaging (MSI) was implemented to develop a burn tissue classification device to assist burn surgeons in planning and performing debridement surgery. To build a classification model via machine learning, training data accurately represen...
Sensitivity and Specificity Machine Learning Animals Pattern Recognition, Automated Swine Algorithms Burns Skin Image Enhancement Dermoscopy Image Interpretation, Computer-Assisted Reproducibility of Results Optical Imaging Artifacts Subtraction Technique Spectrum Analysis
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Cramér-Rao lower bound calculations for image registration using simulated phenomenology.

Journal of the Optical Society of America. A, Optics, image science, and vision Aug 1, 2015
The Cramér-Rao lower bound (CRLB) is a valuable tool to quantify fundamental limits to estimation problems associated with imaging systems, and has been used previously to study image registration performance bounds. Most existing work, however, assu...
Reproducibility of Results Sensitivity and Specificity Imaging, Three-Dimensional Image Interpretation, Computer-Assisted Pattern Recognition, Automated Image Enhancement Subtraction Technique Machine Learning Algorithms
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Automatic segmentation in image stacks based on multi-constraint level-set evolution.

Bio-medical materials and engineering Jan 1, 2015
Contour extraction of image stacks is a basic task in medical modeling. The existing level-set methods usually suffer from some problems (e.g. serious errors around sharp features, incorrect split of topology and contour occlusions). This paper propo...
Subtraction Technique Sensitivity and Specificity Machine Learning Image Interpretation, Computer-Assisted Algorithms Pattern Recognition, Automated Reproducibility of Results Image Enhancement
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On the Automated Segmentation of Epicardial and Mediastinal Cardiac Adipose Tissues Using Classification Algorithms.

Studies in health technology and informatics Jan 1, 2015
The quantification of fat depots on the surroundings of the heart is an accurate procedure for evaluating health risk factors correlated with several diseases. However, this type of evaluation is not widely employed in clinical practice due to the re...
Pericardium Subtraction Technique Mediastinum Adipose Tissue Radiographic Image Interpretation, Computer-Assisted Humans Algorithms Pattern Recognition, Automated Machine Learning Tomography, X-Ray Computed Reproducibility of Results Sensitivity and Specificity
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Content based image retrieval using local binary pattern operator and data mining techniques.

Studies in health technology and informatics Jan 1, 2015
Content based image retrieval (CBIR) concerns the retrieval of similar images from image databases, using feature vectors extracted from images. These feature vectors globally define the visual content present in an image, defined by e.g., texture, c...
Subtraction Technique Humans Data Mining Pattern Recognition, Automated Capsule Endoscopy Machine Learning Radiology Information Systems Reproducibility of Results Sensitivity and Specificity Ultrasonography
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Compensating for the effects of site and equipment variation on delphinid species identification from their echolocation clicks.

The Journal of the Acoustical Society of America Jan 1, 2015
A concern for applications of machine learning techniques to bioacoustics is whether or not classifiers learn the categories for which they were trained. Unfortunately, information such as characteristics of specific recording equipment or noise envi...
Species Specificity Monte Carlo Method Pacific Ocean Normal Distribution Fourier Analysis Subtraction Technique Transducers Animals Sound Spectrography Dolphins Pattern Recognition, Automated Machine Learning Algorithms Echolocation
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