{"title":"A Convolutional Deep Neural Network Based Brain TumorDiagnoses Using Clustered Image and Feature-Supported Classifier (CIFC)Technique.","authors":"Parameswari Alagarsamy, Bhavani Sridharan, Vinoth Kumar Kalimuthu","doi":"10.1590/1678-4324-2023230012","DOIUrl":null,"url":null,"abstract":"HIGHLIGHTS Medical image analysis research has been performed to aid in the detection of malignant brain tumors. OSFC, OSIC and CIFC performed well and produced better results in classification. The performance metric outcome of the proposed system is 99.76% of sensitivity, 98.04% of specificity and 99.87% of accuracy.","PeriodicalId":9169,"journal":{"name":"Brazilian Archives of Biology and Technology","volume":"5 1","pages":"0"},"PeriodicalIF":1.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Brazilian Archives of Biology and Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1590/1678-4324-2023230012","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
HIGHLIGHTS Medical image analysis research has been performed to aid in the detection of malignant brain tumors. OSFC, OSIC and CIFC performed well and produced better results in classification. The performance metric outcome of the proposed system is 99.76% of sensitivity, 98.04% of specificity and 99.87% of accuracy.
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