Grids have emerged as a promising technology to handle the data and compute intensive requirements of many application areas. Digital medical image processing is a promising application area for grids. Given the volume of data, the sensitivity of medical information, and the joint complexity of medical datasets and computations expected in clinical practice, the challenge is to fill the gap bet...

on behalf of the image biomarker standardisation initiative The image biomarker standardisation initiative (IBSI) is an independent international collaboration which works towards standardisation of image biomarkers. Reproducibility and validation of studies in quantitative image analysis/ radiomics is a major challenge for the field (Gillies et al., 2015; Hatt et al., 2016; Yip and Aerts, 2016...

---------------------------------------------------------------------***--------------------------------------------------------------------Abstract The ever increasing amounts of patients data in the form of medical images, imposes new challenges to clinical routine such as diagnosis, treatment and monitoring. Image mining is the process of searching and discovering valuable information knowle...

As the information carried in a high spatial resolution image is not represented by single pixels but by meaningful image objects, which include the association of multiple pixels and their mutual relations, the object based method has become one of the most commonly used strategies for the processing of high resolution imagery. This processing comprises two fundamental and critical steps towar...

Background: Regarding the importance of right diagnosis in medical applications, various methods have been exploited for processing medical images solar. The method of segmentation is used to analyze anal to miscall structures in medical imaging.Objective: This study describes a new method for brain Magnetic Resonance Image (MRI) segmentation via a novel algorithm based on genetic and regiona...

The effectiveness of medical image processing depends on input image. But these images are captured from complex sources because of which there are chances of feature distortion over the image. Because of this, there is requirement of some such mechanism that can improve the medical image feature in case of partial distortion. In this paper, a study based work is defined to refine the images us...