title: An intelligent framework for medical image retrieval using MDCT and multi SVM.
abstract: BACKGROUND
  Volumes of medical images are rapidly generated in medical field and to manage them effectively has become a great challenge. This paper studies the development of innovative medical image retrieval based on texture features and accuracy.
  
  
  OBJECTIVE
  The objective of the paper is to analyze the image retrieval based on diagnosis of healthcare management systems.
  
  
  METHODS
  This paper traces the development of innovative medical image retrieval to estimate both the image texture features and accuracy. The texture features of medical images are extracted using MDCT and multi SVM. Both the theoretical approach and the simulation results revealed interesting observations and they were corroborated using MDCT coefficients and SVM methodology.
  
  
  RESULTS
  All attempts to extract the data about the image in response to the query has been computed successfully and perfect image retrieval performance has been obtained. Experimental results on a database of 100 trademark medical images show that an integrated texture feature representation results in 98% of the images being retrieved using MDCT and multi SVM.
  
  
  CONCLUSIONS
  Thus we have studied a multiclassification technique based on SVM which is prior suitable for medical images. The results show the retrieval accuracy of 98%, 99% for different sets of medical images with respect to the class of image.
authors.affiliation: Vins Christian College of Engineering, Nagercoil, Tamil Nadu, India.
authors.forename: J A Alex Rajju
authors.initials: JA
authors.lastname: Balan
authors.affiliation: Department of Electrical and Electronics Engineering, Mepco Schlenk Engineering College, Sivakasi, Tamil Nadu, India.
authors.forename: S Edward
authors.initials: SE
authors.lastname: Rajan
mesh_terms: D003952:Diagnostic Imaging / Q000379:methods*; D006801:Humans; D007090:Image Interpretation, Computer-Assisted / Q000379:methods*; D016247:Information Storage and Retrieval / Q000379:methods; D007498:Iris / Q000473:pathology; D059906:Neuroimaging / Q000379:methods; D012160:Retina / Q000473:pathology; D060388:Support Vector Machine
keywords: CBIR; MDCT; Medical image retrieval; multi SVM