{"title":"Brain Tumour Detection using Image Processing","authors":"V. Ugale, S. Pawar, Sheetal Pawar","doi":"10.1109/CSNT54456.2022.9787643","DOIUrl":null,"url":null,"abstract":"Several health organisations have identified brain tumour as the second leading cause of human death worldwide, and early detection is critical to saving lives. Biomedical Image Processing includes a variety of imaging methods such as CT scan, X-ray and Magnetic Resonance Imaging (MRI) that employ diverse approaches such as artificial neural networks (ANN), Fuzzy c-means (FCM), Support Vector Machine (SVM), and K-means. In this study, we devised a successful Watershed algorithm, which is used to detect brain tumours using MRI data.","PeriodicalId":398594,"journal":{"name":"2022 IEEE 11th International Conference on Communication Systems and Network Technologies (CSNT)","volume":"2014 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 11th International Conference on Communication Systems and Network Technologies (CSNT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CSNT54456.2022.9787643","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
Several health organisations have identified brain tumour as the second leading cause of human death worldwide, and early detection is critical to saving lives. Biomedical Image Processing includes a variety of imaging methods such as CT scan, X-ray and Magnetic Resonance Imaging (MRI) that employ diverse approaches such as artificial neural networks (ANN), Fuzzy c-means (FCM), Support Vector Machine (SVM), and K-means. In this study, we devised a successful Watershed algorithm, which is used to detect brain tumours using MRI data.