AIMC Topic: Pattern Recognition, Automated

Clear Filters Showing 1371 to 1380 of 1671 articles

A data-driven approach to prostate cancer detection from dynamic contrast enhanced MRI.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jul 5, 2014
Magnetic resonance imaging (MRI), particularly dynamic contrast enhanced (DCE) imaging, has shown great potential in prostate cancer diagnosis and staging. In the current practice of DCE-MRI, diagnosis is based on quantitative parameters extracted fr...
Middle Aged Humans Magnetic Resonance Imaging Multimodal Imaging Principal Component Analysis Data Interpretation, Statistical Prostatic Neoplasms Image Interpretation, Computer-Assisted Reproducibility of Results Pattern Recognition, Automated Aged Image Enhancement Sensitivity and Specificity Male Machine Learning Algorithms Computer Simulation
View on PubMed DOI

Evolutionary fuzzy ARTMAP neural networks for classification of semiconductor defects.

IEEE transactions on neural networks and learning systems Jul 1, 2014
Wafer defect detection using an intelligent system is an approach of quality improvement in semiconductor manufacturing that aims to enhance its process stability, increase production capacity, and improve yields. Occasionally, only few records that ...
Databases, Factual Fuzzy Logic Semiconductors Pattern Recognition, Automated Humans Neural Networks, Computer Artificial Intelligence Algorithms
View on PubMed DOI

Online anomaly detection in crowd scenes via structure analysis.

IEEE transactions on cybernetics Jun 26, 2014
Abnormal behavior detection in crowd scenes is continuously a challenge in the field of computer vision. For tackling this problem, this paper starts from a novel structure modeling of crowd behavior. We first propose an informative structural contex...
Humans Artificial Intelligence Movement Video Recording Crowding Pattern Recognition, Automated Spatial Behavior
View on PubMed DOI

Literature-based biomedical image classification and retrieval.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jun 20, 2014
Literature-based image informatics techniques are essential for managing the rapidly increasing volume of information in the biomedical domain. Compound figure separation, modality classification, and image retrieval are three related tasks useful fo...
Terminology as Topic Artificial Intelligence Documentation Natural Language Processing Image Interpretation, Computer-Assisted Periodicals as Topic Semantics Pattern Recognition, Automated
View on PubMed DOI

Machine learning-based augmented reality for improved surgical scene understanding.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jun 19, 2014
In orthopedic and trauma surgery, AR technology can support surgeons in the challenging task of understanding the spatial relationships between the anatomy, the implants and their tools. In this context, we propose a novel augmented visualization of ...
Video Recording Image Interpretation, Computer-Assisted Pattern Recognition, Automated Image Enhancement Equipment Failure Analysis Imaging, Three-Dimensional Multimodal Imaging Equipment Design Surgery, Computer-Assisted Reproducibility of Results Sensitivity and Specificity User-Computer Interface Humans Machine Learning Algorithms Tomography, X-Ray Computed
View on PubMed DOI

Improved medical image modality classification using a combination of visual and textual features.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jun 19, 2014
In this paper, we present the approach that we applied to the medical modality classification tasks at the ImageCLEF evaluation forum. More specifically, we used the modality classification databases from the ImageCLEF competitions in 2011, 2012 and ...
Image Enhancement Artificial Intelligence Terminology as Topic Algorithms Radiology Information Systems Reproducibility of Results Documentation Sensitivity and Specificity Image Interpretation, Computer-Assisted User-Computer Interface Pattern Recognition, Automated Natural Language Processing
View on PubMed DOI

A general framework for wireless capsule endoscopy study synopsis.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jun 10, 2014
We present a general framework for analysis of wireless capsule endoscopy (CE) studies. The current available workstations provide a time-consuming and labor-intense work-flow for clinicians which requires the inspection of the full-length video. The...
Humans Machine Learning Algorithms Reproducibility of Results Capsule Endoscopy Sensitivity and Specificity Image Enhancement Image Interpretation, Computer-Assisted Colonic Diseases Pattern Recognition, Automated
View on PubMed DOI

A framework for optimal kernel-based manifold embedding of medical image data.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jun 9, 2014
Kernel-based dimensionality reduction is a widely used technique in medical image analysis. To fully unravel the underlying nonlinear manifold the selection of an adequate kernel function and of its free parameters is critical. In practice, however, ...
Magnetic Resonance Imaging Algorithms Image Interpretation, Computer-Assisted Brain Machine Learning Pattern Recognition, Automated Reproducibility of Results Image Enhancement Sensitivity and Specificity
View on PubMed DOI

Joint sparse coding based spatial pyramid matching for classification of color medical image.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jun 8, 2014
Although color medical images are important in clinical practice, they are usually converted to grayscale for further processing in pattern recognition, resulting in loss of rich color information. The sparse coding based linear spatial pyramid match...
Liver Neoplasms Carcinoma, Hepatocellular Colorimetry Color Algorithms Reproducibility of Results Sensitivity and Specificity Microscopy Image Interpretation, Computer-Assisted Pattern Recognition, Automated Image Enhancement Humans Machine Learning
View on PubMed DOI

A multiresolution clinical decision support system based on fractal model design for classification of histological brain tumours.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jun 7, 2014
Tissue texture is known to exhibit a heterogeneous or non-stationary nature; therefore using a single resolution approach for optimum classification might not suffice. A clinical decision support system that exploits the subbands' textural fractal ch...
Image Enhancement Meningioma Fractals Meningeal Neoplasms Microscopy Image Interpretation, Computer-Assisted Machine Learning Pattern Recognition, Automated Algorithms Reproducibility of Results Sensitivity and Specificity Brain Neoplasms Decision Support Systems, Clinical Support Vector Machine Humans
View on PubMed DOI
Popular Topics
Recent Journals