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 Articles Article Faculty Publications -Articles 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 Computerized grading of brain tumors supplemented by artificial intelligence Subject The topic of the resource Artificial bee colony; Brain tumor; Magnetic resonance imaging; Medical image segmentation; Support vector machine Description An account of the resource For effective diagnosis of health conditions, there is a need to process medical images to obtain meaningful information. The diagnosis of brain tumors begins with magnetic resonance imaging (or MRI) scan. This is followed by segmentation of the medical images so obtained which can prove cumbersome if it were to be performed manually. Determining the best approach to do segmentation remains challenge among multiple computerized approaches. This paper combines both the identification and classification of tumors from the MRI results and is backed by a cloud-based framework to provision the same. The phase of extraction of features includes the utilization of a Hadoop framework and Gabor filter along with variations in terms of orientation and scale. Artificial bee colony algorithm and support vector machine classifier have been used to designate the degree of optimal features and categorize the same. The grading of brain tumors from MRI images can be fulfilled by the aforementioned approach. The said approach is believed to deliver promising results in terms of accuracy, which has also been verified experimentally. 2019, Springer-Verlag GmbH Germany, part of Springer Nature. Creator An entity primarily responsible for making the resource Aruna S.K.; Sindhanaiselvan K.; Madhusudhanan B. Source A related resource from which the described resource is derived Soft Computing, Vol-24, No. 10, pp. 7827-7833. Publisher An entity responsible for making the resource available Springer Date A point or period of time associated with an event in the lifecycle of the resource 2020-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/s00500-019-04403-7" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/s00500-019-04403-7</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85074498332&amp;doi=10.1007%2Fs00500-019-04403-7&amp;partnerID=40&amp;md5=0aab1c2453fd7c532ba60904415ff1e6" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85074498332&amp;doi=10.1007%2fs00500-019-04403-7&amp;partnerID=40&amp;md5=0aab1c2453fd7c532ba60904415ff1e6</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 14327643 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 Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Aruna S.K., Faculty of Engineering, Department of Computer Science and Engineering, Christ (Deemed to be University), Bengaluru, 560074, Karnataka, India; Sindhanaiselvan K., Department of Computer Science and Engineering, MVJ College of Engineering, Bengaluru, 560067, Karnataka, India; Madhusudhanan B., Department of Computer Science and Engineering, Er Perumal Manimekalai College of Engineering, Hosur, Krishnagiri, 635117, Tamilnadu, India