Predicting the pathological response to chemoradiotherapy of non-mucinous rectal cancer using pretreatment texture features based on intravoxel incoherent motion diffusion-weighted imaging
Sign Up to like & getrecommendations! Published in 2019 at "Abdominal Radiology"
DOI: 10.1007/s00261-019-02032-0
Abstract: ObjectivesTo investigate the performance of the mean parametric values and texture features based on intravoxel incoherent motion diffusion-weighted imaging (IVIM-DWI) on identifying pathological complete response (pCR) to neoadjuvant chemoradiotherapy (nCRT) in locally advanced rectal cancer… read more here.
Keywords: texture features; diffusion; response; features based ... See more keywords
Signature verification approach using fusion of hybrid texture features
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04220-x
Abstract: In this paper, a writer-dependent signature verification method is proposed. Two different types of texture features, namely discrete wavelet and local quantized patterns (LQP) features, are employed to extract two kinds of transform and statistical-based… read more here.
Keywords: texture features; signature verification; verification; signature ... See more keywords
Texture features’ based classification of MR images of normal and herniated intervertebral discs
Sign Up to like & getrecommendations! Published in 2018 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-018-7011-4
Abstract: Disc herniation is considered as a very common spine abnormality resulting in severe pain in back and legs. Besides it has great impact on economy of suffering patients also there is a concern about the… read more here.
Keywords: texture features; normal intervertebral; intervertebral disc; disc herniated ... See more keywords
Texture Features of Magnetic Resonance Images: an Early Marker of Post-stroke Cognitive Impairment
Sign Up to like & getrecommendations! Published in 2019 at "Translational Stroke Research"
DOI: 10.1007/s12975-019-00746-3
Abstract: Stroke is frequently associated with delayed, long-term cognitive impairment (CI) and dementia. Recent research has focused on identifying early predictive markers of CI occurrence. We carried out a texture analysis of magnetic resonance (MR) images… read more here.
Keywords: post stroke; texture features; magnetic resonance; cognitive impairment ... See more keywords
Flower image segmentation with PCA fused colored covariance and gabor texture features based level sets
Sign Up to like & getrecommendations! Published in 2018 at "Ain Shams Engineering Journal"
DOI: 10.1016/j.asej.2017.12.007
Abstract: Abstract This paper presents a framework for segmenting flower images captured with a digital camera. Segmenting flowers from images is a complex problem attributed to translation, scaling, rotation with variable backgrounds in each captured image.… read more here.
Keywords: texture features; image; segmentation; texture ... See more keywords
Magnetic Resonance Imaging Texture Analysis Predicts Recurrence in Patients with Nasopharyngeal Carcinoma
Sign Up to like & getrecommendations! Published in 2019 at "Canadian Association of Radiologists Journal"
DOI: 10.1016/j.carj.2019.06.009
Abstract: Background The personalization of oncologic treatment using radiomic signatures is mounting in nasopharyngeal carcinoma (NPC). We ascertain the predictive ability of 3D volumetric magnetic resonance imaging (MRI) texture features on NPC disease recurrence. Methods A… read more here.
Keywords: texture features; resonance imaging; recurrence; magnetic resonance ... See more keywords
Reproducibility of CT texture features of pancreatic neuroendocrine neoplasms.
Sign Up to like & getrecommendations! Published in 2020 at "European journal of radiology"
DOI: 10.1016/j.ejrad.2020.109371
Abstract: PURPOSE To evaluate the reproducibility of textural features of pancreatic neuroendocrine neoplasms (PNENs), obtained under various CT-scanning conditions. METHODS AND MATERIALS We included 12 patients with PNENs and 2 contrast enhanced CT (CECT): 1) from… read more here.
Keywords: texture features; pancreatic neuroendocrine; features pancreatic; reproducibility ... See more keywords
Saliency detection for strip steel surface defects using multiple constraints and improved texture features
Sign Up to like & getrecommendations! Published in 2020 at "Optics and Lasers in Engineering"
DOI: 10.1016/j.optlaseng.2019.106000
Abstract: Abstract Surface defect detection of strip steel is still a challenging task for its complex variances, e.g., intra-class defects exist large differences in appearance while inter-class defects contain similar parts. To address these issues, we… read more here.
Keywords: texture features; strip steel; detection strip;
Overall survival prediction in glioblastoma multiforme patients from volumetric, shape and texture features using machine learning.
Sign Up to like & getrecommendations! Published in 2018 at "Surgical oncology"
DOI: 10.1016/j.suronc.2018.09.002
Abstract: Glioblastoma multiforme (GBM) are aggressive brain tumors, which lead to poor overall survival (OS) of patients. OS prediction of GBM patients provides useful information for surgical and treatment planning. Radiomics research attempts at predicting disease… read more here.
Keywords: texture features; class; glioblastoma multiforme; overall survival ... See more keywords
A probabilistic SVM approach for hyperspectral image classification using spectral and texture features
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Remote Sensing"
DOI: 10.1080/01431161.2017.1317941
Abstract: ABSTRACT New hyperspectral sensors can collect a large number of spectral bands, which provide a capability to distinguish various objects and materials on the earth. However, the accurate classification of these images is still a… read more here.
Keywords: spectral texture; texture features; classification; image ... See more keywords
Broccoli Seedling Segmentation Based on Support Vector Machine Combined With Color Texture Features
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2954587
Abstract: The segmentation of broccoli seedlings in the crops and weeds co-exist field environment is of great significance for weeding and herbicide spraying. This paper constructed a crop segmentation algorithm with a small training set for… read more here.
Keywords: based support; color texture; texture features; segmentation ... See more keywords