{"title":"基于曲率的有理面模型用于皮质形态学中年龄和性别相关多样性的检测","authors":"R. Meegama, J. Rajapakse","doi":"10.1109/ISPA.2003.1296932","DOIUrl":null,"url":null,"abstract":"A novel technique based on curvature changes in non-uniform rational B-splines (NURBS) deformations to detect profound variations in age and gender-related surface patterns of the human brain is presented. Initially, a deformable NURBS surface is used to segment the brains from normalized magnetic resonance (MR) images. The NURBS surface of a template brain is then deformed until it conforms to a representative brain. Significant variations in surface segments during deformations among different groups are captured by statistical analysis of curvature changes at deformed points. The results indicate a decrease in surface variability during brain development (from 4-18 years) in normal males and also significant variability in surface patterns on the frontal lobe between male and female adults.","PeriodicalId":218932,"journal":{"name":"3rd International Symposium on Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2003-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Curvature-based rational surface model for the detection of age and gender-related diversity in cortical morphology\",\"authors\":\"R. Meegama, J. Rajapakse\",\"doi\":\"10.1109/ISPA.2003.1296932\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A novel technique based on curvature changes in non-uniform rational B-splines (NURBS) deformations to detect profound variations in age and gender-related surface patterns of the human brain is presented. Initially, a deformable NURBS surface is used to segment the brains from normalized magnetic resonance (MR) images. The NURBS surface of a template brain is then deformed until it conforms to a representative brain. Significant variations in surface segments during deformations among different groups are captured by statistical analysis of curvature changes at deformed points. The results indicate a decrease in surface variability during brain development (from 4-18 years) in normal males and also significant variability in surface patterns on the frontal lobe between male and female adults.\",\"PeriodicalId\":218932,\"journal\":{\"name\":\"3rd International Symposium on Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2003-09-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"3rd International Symposium on Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISPA.2003.1296932\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"3rd International Symposium on Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISPA.2003.1296932","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Curvature-based rational surface model for the detection of age and gender-related diversity in cortical morphology
A novel technique based on curvature changes in non-uniform rational B-splines (NURBS) deformations to detect profound variations in age and gender-related surface patterns of the human brain is presented. Initially, a deformable NURBS surface is used to segment the brains from normalized magnetic resonance (MR) images. The NURBS surface of a template brain is then deformed until it conforms to a representative brain. Significant variations in surface segments during deformations among different groups are captured by statistical analysis of curvature changes at deformed points. The results indicate a decrease in surface variability during brain development (from 4-18 years) in normal males and also significant variability in surface patterns on the frontal lobe between male and female adults.