Texture classification using feature selection and kernel-based techniques

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

The Split-Apply-Combine Strategy for Data Analysis

(2015) Hadley Wickham   Journal of Statistical Software

High Order Texture-Based Analysis in Biomedical Images

(2014) Carlos Fernandez-Lozano et al.   Current Medical Imaging Reviews

Improving enzyme regulatory protein classification by means of SVM-RFE feature selection

(2014) Carlos Fernandez-Lozano et al.   Molecular BioSystems

Texture analysis ofT1- andT2-weighted MR images and use of probabilistic neural network to discriminate posterior fossa tumours in children

(2014) Eleni Orphanidou-Vlachou et al.   NMR IN BIOMEDICINE

A pathway-based data integration framework for prediction of disease progression

(2013) José A. Seoane et al.   BIOINFORMATICS

A Supervised Learning Approach for Crohn's Disease Detection Using Higher-Order Image Statistics and a Novel Shape Asymmetry Measure

(2013) Dwarikanath Mahapatra et al.   JOURNAL OF DIGITAL IMAGING

Texture analysis of bone marrow in knee MRI for classification of subjects with bone marrow lesion — Data from the Osteoarthritis Initiative

(2013) Tong Kuan Chuah et al.   MAGNETIC RESONANCE IMAGING

Texture-based and diffusion-weighted discrimination of parotid gland lesions on MR images at 3.0 Tesla

(2013) Julia Fruehwald-Pallamar et al.   NMR IN BIOMEDICINE

Texture databases – A comprehensive survey

(2013) Shahera Hossain et al.   PATTERN RECOGNITION LETTERS

Hybrid Model Based on Genetic Algorithms and SVM Applied to Variable Selection within Fruit Juice Classification

(2013) C. Fernandez-Lozano et al.   TheScientificWorldJOURNAL

Computer-assisted lip diagnosis on traditional Chinese medicine using multi-class support vector machines

(2012) FuFeng Li et al.   BMC Complementary and Alternative Medicine

Noninvasive classification of hepatic fibrosis based on texture parameters from double contrast-enhanced magnetic resonance images

(2012) Gautam Bahl et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Integrating PSONN and Boltzmann function for feature selection and classification of lymph nodes in ultrasound images

(2012) Chuan-Yu Chang et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Non-Gaussian statistical properties of breast images

(2012) Craig K. Abbey et al.   MEDICAL PHYSICS

Non–Small Cell Lung Cancer: Histopathologic Correlates for Texture Parameters at CT

(2012) Balaji Ganeshan et al.   RADIOLOGY

pROC: an open-source package for R and S+ to analyze and compare ROC curves

(2011) Xavier Robin et al.   BMC BIOINFORMATICS

Tumour heterogeneity in oesophageal cancer assessed by CT texture analysis: Preliminary evidence of an association with tumour metabolism, stage, and survival

(2011) B. Ganeshan et al.   CLINICAL RADIOLOGY

Texture analysis of poly-adenylated mRNA staining following global brain ischemia and reperfusion

(2011) Jeffrey J. Szymanski et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Computer-assisted detection of infectious lung diseases: A review

(2011) Ulaş Bağcı et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Feature selection using support vector machines and bootstrap methods for ventricular fibrillation detection

(2011) Felipe Alonso-Atienza et al.   EXPERT SYSTEMS WITH APPLICATIONS

Assessment of Response to Tyrosine Kinase Inhibitors in Metastatic Renal Cell Cancer: CT Texture as a Predictive Biomarker

(2011) Vicky Goh et al.   RADIOLOGY

Small-sample precision of ROC-related estimates

(2010) B. Hanczar et al.   BIOINFORMATICS

Assessment of texture measures susceptibility to noise in conventional and contrast enhanced computed tomography lung tumour images

(2010) Omar Sultan Al-Kadi   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Dynamic Contrast-Enhanced Texture Analysis of the Liver

(2010) Balaji Ganeshan et al.   INVESTIGATIVE RADIOLOGY

Prostate cancer characterization on MR images using fractal features

(2010) R. Lopes et al.   MEDICAL PHYSICS

Texture analysis of MR images of patients with Mild Traumatic Brain Injury

(2010) Kirsi K Holli et al.   BMC MEDICAL IMAGING

Characterization of Breast Cancer Types by Texture Analysis of Magnetic Resonance Images

(2009) Kirsi Holli et al.   ACADEMIC RADIOLOGY

Development of tolerant features for characterization of masses in mammograms

(2009) Alfonso Rojas-Domínguez et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Segmentation of Regions of Interest in Mammograms in a Topographic Approach

(2009) Byung-Woo Hong et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power

(2009) Salvador García et al.   INFORMATION SCIENCES

Non-Hodgkin lymphoma response evaluation with MRI texture classification

(2009) Lara CV Harrison et al.   JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH

Measuring classifier performance: a coherent alternative to the area under the ROC curve

(2009) David J. Hand   MACHINE LEARNING

Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme

(2009) Evangelia I. Zacharaki et al.   MAGNETIC RESONANCE IN MEDICINE

FLAIR signal and texture analysis for lateralizing mesial temporal lobe epilepsy

(2009) Kourosh Jafari-Khouzani et al.   NEUROIMAGE

Increasing the accuracy of neural network classification using refined training data

(2008) Taskin Kavzoglu   ENVIRONMENTAL MODELLING & SOFTWARE

An experimental comparison of performance measures for classification

(2008) C. Ferri et al.   PATTERN RECOGNITION LETTERS

A study of statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability

(2008) S. García et al.   SOFT COMPUTING

AUC: a misleading measure of the performance of predictive distribution models

(2007) Jorge M. Lobo et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY