Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Book Chapter Book Chapter Faculty Publications- Book Chapter Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Medical image classification using MRI: An investigation Subject The topic of the resource Artificial neural network (ANN); Discrete wavelet transform (DWT); Magnetic resonance imaging (MRI); Principal component analysis (PCA); Support vector machine (SVM) Description An account of the resource The main objective of the paper is to review the performance of various machine learning classification technique currently used for magnetic resonance imaging. The prerequisite for the best classification technique is the main drive for the paper. In magnetic resonance imaging, detection of various diseases might be simple but the physicians need quantification for further treatment. So, the machine learning along with digital image processing aids for the diagnosis of the diseases and synergizes between the computer and the radiologist. The review of machine learning classification based on the support vector machine, discrete wavelet transform, artificial neural network, and principal component analysis reveals that discrete wavelet transform combined with other highly used method like PCA, ANN, etc., will bring high accuracy rate of 100%. The hybrid technique provides the second opinion to the radiologist on taking the decision. Springer Nature Switzerland AG 2019. Creator An entity primarily responsible for making the resource Merjulah R.; Chandra J. Source A related resource from which the described resource is derived Lecture Notes in Computational Vision and Biomechanics, Vol-30, pp. 1135-1146. Publisher An entity responsible for making the resource available Springer Netherlands Date A point or period of time associated with an event in the lifecycle of the resource 2019-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-3-030-00665-5_108" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-3-030-00665-5_108</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85060224036&amp;doi=10.1007%2F978-3-030-00665-5_108&amp;partnerID=40&amp;md5=6c173a10c50ee10311f152d8a2c9e7fe" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85060224036&amp;doi=10.1007%2f978-3-030-00665-5_108&amp;partnerID=40&amp;md5=6c173a10c50ee10311f152d8a2c9e7fe</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 22129391 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Merjulah R., Christ University, Bangalore, India; Chandra J., Christ University, Bangalore, India