AIMC Topic: Pattern Recognition, Automated
Clear Filters Showing 1551 to 1560 of 1671 articles
Comparison of Feature Selection Techniques in Machine Learning for Anatomical Brain MRI in Dementia.
Neuroinformatics
Jul 1, 2016
We present a comparative split-half resampling analysis of various data driven feature selection and classification methods for the whole brain voxel-based classification analysis of anatomical magnetic resonance images. We compared support vector ma...
Machines Who Learn.
Scientific American
Jun 1, 2016
Minimally interactive segmentation of 4D dynamic upper airway MR images via fuzzy connectedness.
Medical physics
May 1, 2016
PURPOSE: There are several disease conditions that lead to upper airway restrictive disorders. In the study of these conditions, it is important to take into account the dynamic nature of the upper airway. Currently, dynamic magnetic resonance imagin...
Addressing Confounding in Predictive Models with an Application to Neuroimaging.
The international journal of biostatistics
May 1, 2016
Understanding structural changes in the brain that are caused by a particular disease is a major goal of neuroimaging research. Multivariate pattern analysis (MVPA) comprises a collection of tools that can be used to understand complex disease efxcfe...
A modified fuzzy C-means method for segmenting MR images using non-local information.
Technology and health care : official journal of the European Society for Engineering and Medicine
Apr 29, 2016
BACKGROUND: In recent years, MR images have been increasingly used in therapeutic applications such as image-guided radiotherapy (IGRT). However, images with low contrast values and noises present challenges for image segmentation.
Automatic thoracic anatomy segmentation on CT images using hierarchical fuzzy models and registration.
Medical physics
Mar 1, 2016
PURPOSE: In an attempt to overcome several hurdles that exist in organ segmentation approaches, the authors previously described a general automatic anatomy recognition (AAR) methodology for segmenting all major organs in multiple body regions body-w...
Video tracking for high-similarity drug tablets based on reflective lightness intensity and fuzzy recognition system.
Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine
Mar 1, 2016
Video tracking of drug tablet exerts important influences on the efficiency and reliability of its mass production; this topic also becomes a difficult and targeted focus for pharmaceutical production monitory in the past several years due to the hig...
BIT: Biologically Inspired Tracker.
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Mar 1, 2016
Visual tracking is challenging due to image variations caused by various factors, such as object deformation, scale change, illumination change, and occlusion. Given the superior tracking performance of human visual system (HVS), an ideal design of b...
Special Issue on Neurodynamic Systems for Optimization and Applications.
IEEE transactions on neural networks and learning systems
Feb 1, 2016
Fractal and twin SVM-based handgrip recognition for healthy subjects and trans-radial amputees using myoelectric signal.
Biomedizinische Technik. Biomedical engineering
Feb 1, 2016
Identifying functional handgrip patterns using surface electromygram (sEMG) signal recorded from amputee residual muscle is required for controlling the myoelectric prosthetic hand. In this study, we have computed the signal fractal dimension (FD) an...
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