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Improving the spectral resolution and spectral fitting of 1H MRSI data from human calf muscle by the SPREAD technique
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Mitochondrial dysfunction as a neurobiological subtype of autism spectrum disorder: evidence from brain imaging
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Goh S, Dong Z, Zhang Y, DiMauro S, Peterson BS. Mitochondrial dysfunction as a neurobiological subtype of autism spectrum disorder: evidence from brain imaging. JAMA Psychiatry; 2014: 665-671.
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Exponential wavelet iterative shrinkage thresholding algorithm with random shift for compressed sensing magnetic resonance imaging
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An improved quality guided phase unwrapping method and its applications to MRI
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Wang S, Ji G, Dong Z, Zhang Y. An improved quality guided phase unwrapping method and its applications to MRI. Progress in Electromagnetics Research; 2014; 145: 273-286.
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A Slantlet transform based intelligent system for magnetic resonance brain image classification
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Brain tissue classification of MR images using fast Fourier transform based expectation-maximization Gaussian mixture model
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Ramasamy R, Anandhakumar P. Brain tissue classification of MR images using fast Fourier transform based expectation-maximization Gaussian mixture model. In Wyld DC, Wozniak M, Chaki N, Meghanathan N, Nagamalai D (eds). Advances in Computing and Information Technology. Springer: Berlin Heidelberg; 2011; 387-398.
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Magnetic resonance brain image classification by an improved artificial bee colony algorithm
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An MR brain images classifier via principal component analysis and kernel support vector machine
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Zhang Y, Wu L. An MR brain images classifier via principal component analysis and kernel support vector machine. Progress in Electromagnetics Research; 2012: 369-388.
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Classification of MRI brain images using combined wavelet entropy based spider web plots and probabilistic neural network
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Saritha M, Joseph KP, Mathew AT. Classification of MRI brain images using combined wavelet entropy based spider web plots and probabilistic neural network. Pattern Recognition Letters; 2013: 2151-2156.
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Segmentation and classification of brain CT images using combined wavelet statistical texture features
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Padma A, Sukanesh R. Segmentation and classification of brain CT images using combined wavelet statistical texture features. Arabian Journal for Science and Engineering; 2014: 767-776.
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Classification of Alzheimer disease based on structural magnetic resonance imaging by kernel support vector machine decision tree
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Wang S, Dong Z. Classification of Alzheimer disease based on structural magnetic resonance imaging by kernel support vector machine decision tree. Progress in Electromagnetics Research; 2014: 171-184.
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Detection of pathological brain in MRI scanning based on wavelet-entropy and naive Bayes classifier
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Zhou X, Wang S, Xu W, Ji G, Phillips P, Sun P. Detection of pathological brain in MRI scanning based on wavelet-entropy and naive Bayes classifier. In Bioinformatics and Biomedical Engineering. Ortuño F, Rojas I. (eds). Springer International Publishing: Granada; 2015; 201-209.
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18
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Preclinical diagnosis of magnetic resonance (MR) brain images via discrete wavelet packet transform with Tsallis entropy and generalized eigenvalue proximal support vector machine (GEPSVM)
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Zhang Y, Dong Z, Wang S, Ji G, Yang J. Preclinical diagnosis of magnetic resonance (MR) brain images via discrete wavelet packet transform with Tsallis entropy and generalized eigenvalue proximal support vector machine (GEPSVM). Entropy; 2015: 1795-1813.
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Automated classification of brain images using wavelet-energy and biogeography-based optimization
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Yang G, Zhang Y, Yang J, Ji G, Dong Z, Wang S, Feng C, Wang Q. Automated classification of brain images using wavelet-energy and biogeography-based optimization. Multimedia Tools and Applications; 2015: 1-17, doi:10.1007/s11042-015-2649-7.
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Feed-forward neural network optimized by hybridization of PSO and ABC for abnormal brain detection
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Wang S, Zhang Y, Dong Z, Du S, Ji G, Yan J, Yang J, Wang Q, Feng C, Phillips P. Feed-forward neural network optimized by hybridization of PSO and ABC for abnormal brain detection. International Journal of Imaging Systems and Technology; 2015: 153-164.
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Detection of subjects and brain regions related to Alzheimer's disease using 3D MRI scans based on eigenbrain and machine learning
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Dong Z, Phillips P, Wang S, Ji G, Yang J, Yuan T-F. Detection of subjects and brain regions related to Alzheimer's disease using 3D MRI scans based on eigenbrain and machine learning. Frontiers in Computational Neuroscience; 2015: 1-15.
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Performance analysis of neural networks for classification of medical images with wavelets as a feature extractor
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Detection of Alzheimer's disease and mild cognitive impairment based on structural volumetric MR images using 3D-DWT and WTA-KSVM trained by PSOTVAC
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Zhang Y, Wang S, Phillips P, Dong Z, Ji G, Yang J. Detection of Alzheimer's disease and mild cognitive impairment based on structural volumetric MR images using 3D-DWT and WTA-KSVM trained by PSOTVAC. Biomedical Signal Processing and Control; 2015: 58-73.
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Shift-invariant and sampling spaces associated with the fractional Fourier transform domain
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Data mining technique for automated diagnosis of glaucoma using higher order spectra and wavelet energy features
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Fruit classification using computer vision and feedforward neural network
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Wang S, Ji G, Phillips P. Fruit classification using computer vision and feedforward neural network. Journal of Food Engineering; 2014: 167-177.
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Application of wavelet entropy in analysis of electrochemical noise for corrosion type identification
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Improved radio frequency identification indoor localization method via radial basis function neural network
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Binary PSO with mutation operator for feature selection using decision tree applied to spam detection
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False ventricular tachycardia alarm suppression in the ICU based on the discrete wavelet transform in the ECG signal
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