{"title":"A note on graph theory techniques for brain tumor detection","authors":"Yegnanarayanan Venkataraman","doi":"10.37897/rjn.2022.4.6","DOIUrl":null,"url":null,"abstract":"Brain Tumors are detected in people of all age groups. It leads to various complications that are both physiological and psychological. Graph theory techniques are employed to study both functional and structural behavior of brain networks. In this article we discuss the pertinence of the computation of graph structural parameters and explain how perceptual clustering techniques enable the detection of the low/high grade of tumor and the pace with which it progresses and how Graph cut approaches are exploited to probe vision related factors like similarity and proximity and indicate the possibility of application to stereo, image re-impose, texture concoction and image departmentalization.","PeriodicalId":37662,"journal":{"name":"Romanian Journal of Neurology/ Revista Romana de Neurologie","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Romanian Journal of Neurology/ Revista Romana de Neurologie","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.37897/rjn.2022.4.6","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0
Abstract
Brain Tumors are detected in people of all age groups. It leads to various complications that are both physiological and psychological. Graph theory techniques are employed to study both functional and structural behavior of brain networks. In this article we discuss the pertinence of the computation of graph structural parameters and explain how perceptual clustering techniques enable the detection of the low/high grade of tumor and the pace with which it progresses and how Graph cut approaches are exploited to probe vision related factors like similarity and proximity and indicate the possibility of application to stereo, image re-impose, texture concoction and image departmentalization.
期刊介绍:
ROMANIAN JOURNAL OF NEUROLOGY (Revista Română de Neurologie), the official journal of the Romanian Society of Neurology, was founded in 2001, being a prestigious scientific journal that provides a high quality in terms of scientific content, but also the editorial and graphic aspect, both through an impartial process of selection, evaluation and correction of articles (peer review procedure), as well as providing editorial, graphic and printing conditions at the highest level. In order to increase the scientific standards of the journal, special attention was paid to the improvement of the quality of the published materials. Guidance articles, clinical trials and case studies are structured in several sections: reviews, original articles, case reports, images in neurology. All articles are published entirely in English. A team of reputable medical professionals in the field of neurology is involved in a rigorous peer review process that complies with international ethics and quality rules in the academic world.