{"title":"基于不同核向量机算法的MRI前列腺癌组织分类智能诊断方法","authors":"S. Ren, Jun Wang, Zhongqiu Wang","doi":"10.14218/erhm.2022.00094","DOIUrl":null,"url":null,"abstract":"Prostate cancer (Pca) is the most common malignancy and the second most dominant cause of cancer-related deaths in men in Western countries, with an incidence rate composed over 200 per 100,000 men. 1 The early diagnosis of Pca will lead to an obvious increase of patients’ survival, and as a result, a decrease of treatment costs. 2 Rapid and accurate diagnosis of Pca is for (mp-MRI) anatomic with functional MRI technique, for diagnosis, of T2-weighted contributions to the localization and characterization of abnormalities in the T2WI are of identifying the","PeriodicalId":12074,"journal":{"name":"Exploratory Research and Hypothesis in Medicine","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2022-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An Intelligent Diagnosis Method of MRI in Classifying Prostate Cancerous Tissue Using SVM Algorithm with Different Kernels\",\"authors\":\"S. Ren, Jun Wang, Zhongqiu Wang\",\"doi\":\"10.14218/erhm.2022.00094\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Prostate cancer (Pca) is the most common malignancy and the second most dominant cause of cancer-related deaths in men in Western countries, with an incidence rate composed over 200 per 100,000 men. 1 The early diagnosis of Pca will lead to an obvious increase of patients’ survival, and as a result, a decrease of treatment costs. 2 Rapid and accurate diagnosis of Pca is for (mp-MRI) anatomic with functional MRI technique, for diagnosis, of T2-weighted contributions to the localization and characterization of abnormalities in the T2WI are of identifying the\",\"PeriodicalId\":12074,\"journal\":{\"name\":\"Exploratory Research and Hypothesis in Medicine\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-09-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Exploratory Research and Hypothesis in Medicine\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.14218/erhm.2022.00094\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Exploratory Research and Hypothesis in Medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.14218/erhm.2022.00094","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
An Intelligent Diagnosis Method of MRI in Classifying Prostate Cancerous Tissue Using SVM Algorithm with Different Kernels
Prostate cancer (Pca) is the most common malignancy and the second most dominant cause of cancer-related deaths in men in Western countries, with an incidence rate composed over 200 per 100,000 men. 1 The early diagnosis of Pca will lead to an obvious increase of patients’ survival, and as a result, a decrease of treatment costs. 2 Rapid and accurate diagnosis of Pca is for (mp-MRI) anatomic with functional MRI technique, for diagnosis, of T2-weighted contributions to the localization and characterization of abnormalities in the T2WI are of identifying the
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