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数据挖掘技术在医学影像中的应用 被引量:6

Application of data mining in medical image
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摘要 介绍数据挖掘技术的背景、定义及基本流程 ,医学影像学数据的特点及医学影像数据挖掘的关键技术 ,这门技术在医学影像学中的应用 :提高影像质量和边缘提取 ;组织定征和概念描述 ; The background,definition,essential flow of data mining is provided.The character of medical image data,the key to data mining in medical image,the application of this technique to medical image is provided.This technique imˉproves the image quality and the boundary detection,summarizes the characters of tissue,manages and searches medical images.
机构地区 解放军
出处 《医疗设备信息》 2004年第6期33-34,共2页 Information of Medical Equipment
关键词 数据挖掘 数据库知识发现 医学影像学 data mining KDD(knowing discovery in database) medical image
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参考文献6

  • 1Fan M amd Meng XF.Data mining concepts and techniques[M].China machine press:2001:1- 322.
  • 2Han J,Kamber M.Data mining concepts and techniques[M].Sam Mateo:Morgan Kaufman Publishers,2001.4- 12.
  • 3Hsu JH,Tseng SC,et al,A methodology for evaluation of boundary detection algorithms on breast ultrasound images[J].Journal of Medical Engineering& Technology,2002,25:173- 177.
  • 4Pavlopoulos S,Kyriacou E,Koutsouris D et al.Fuzzy neural network- based texture analysis of ultrasonic images[J].IEEE Engineering in Medicine Biology, 2000,19:39- 47.
  • 5Ng EYK,Chen Y,Ung LN.Computerized breast thermography:Study of image segmentation and temperature cyclic variations[J].Journal of Medical Engineering& Technology,2001,25:12- 16.
  • 6Kovalerchuk B,Vityaey E,Ruiz JF.Consisitent knowledge discovery in medical diagnosis[J].IEEE Engineering in Medicine Biology,2000,19:26- 37.

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