期刊文献+

MRS脑肿瘤分型诊断模型研究 被引量:5

The Research of Diagnosis Model for Brain Tumors Grade Using MR Spectroscopy
下载PDF
导出
摘要 基于对核磁波谱(MR Spectroscopy)的特征变量提取,利用模糊聚类算法来构建脑肿瘤分型诊断模型,实验结果表明该模型能准确对神经胶质细胞瘤分级诊断,为进一步实现更复杂的脑肿瘤诊断系统模型提供方法。  The construction of diagnosis model for brain tumors grade was built by selecting the special variables based on the nature of MR spectroscopy and using fuzzy algorithm. The experimental results of the model show that it can correctly diagnosis the grade of astrocytoma, meanwhile it can provide the method to realize more complicated system for diagnosing brain tumors.
机构地区 复旦大学
出处 《上海生物医学工程》 2007年第3期139-142,共4页 Shanghai Journal of Biomedical Engineering
关键词 MRS 脑肿瘤 辅助诊断系统 模糊聚类算法 MRS Brain Tumor Clinical Dicission Support System Fuzzy Algorithm
  • 相关文献

参考文献5

  • 1Takagi T,Sugeno.Fuzzy Identification of Systems and Its Applications to Modeling and Control.IEEE Trans on Syst,Man,Cybern,1985,15(1):116-132.
  • 2Tedeschi G,Lundbom NJ,Raman R,et al.Increased choline signal coinciding with malignant degeneration of cerebral gliomas:serial proton magnetic resonance spectroscopy imaging study.J Neurosurg,1997,87:516-524.
  • 3Robert Babuska.Fuzzy Modeling for Control.Boston:Kluwer Academic Publishers,1998.
  • 4唐镇生.神经系统肿瘤[M].北京:人民军医出版社,2004.109-120.
  • 5Franklyn A,Kirstie S.1H MR Spectroscopy of Brain Tumors and Masses.NMR Biomed,2003,16:123 -131.

共引文献3

同被引文献70

  • 1郭亚伟.1H-MRS联合MRI在脑胶质瘤患者诊断中的应用价值[J].黑龙江中医药,2020(3):115-116. 被引量:1
  • 2潘华,张金平,刘峰.成人缺氧性脑病的质子磁共振波谱分析[J].临床荟萃,2006,21(9):647-648. 被引量:2
  • 3刘再毅,卢春燕,邓开鸿.磁共振波谱空间定位技术进展[J].华西医学,2006,21(4):868-869. 被引量:2
  • 4范廷勇,李建彬,于金明.功能影像在脑胶质瘤放射治疗靶区确定中的价值[J].中华肿瘤杂志,2006,28(10):721-723. 被引量:4
  • 5Mcknight TR. Proton magnetic resonance spectroscopic evaluation of brain tumor metabolism[J].Semin Oncol,2004,31 (5):605-617.
  • 6Meng Law,.MR Spectroscopy of Brain Tumors [J]. TOP Magn Reson Imaging,2004,15(5) :291-313.
  • 7Kaminogo M, lshimaru H, Morikawa M. Diagnostic potential of short echo time MR spectroscopy of gliomas with single-voxel and point-resolved spatialty localized proton spectroscopy of brain [J]. Neuroradiology, 2001, 43(3) :353-363.
  • 8Mahon MM, deSouza NM, Dina R, et al. Preinvasive and invasive cervical cancer:an ex vivo proton magic angle spinning magnetic resonance soectroscooy study[J]. NMR Biomed,2004,17(3): 144-153.
  • 9Wan YL,Chang C, Ng SH,et al.Comparison of cerebral occipital gray and parietal white matter metabolite differences using PRESS and STREAM at different echo times [J].Changgeng Yi Xue Za Zhi, 1998,21(2):152-157.
  • 10Tong Z,Yamaki T,Harada K,et al.In vivo quantification of the metabo- lites in normal brain and brain tumors by proton MR spectroscopy using water as an internal standard [J].ConfProc IEEE Eng Med Biol Soc, 2005, 2(6): 1396-1399.

引证文献5

二级引证文献12

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部