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Detecting immature precursor cells in pathological images of bone marrow based on morphology

  • Ling Li*
  • , Guitao Cao
  • , Jun Shi
  • , Heng Wu
  • , Xianxia Zhang
  • *此作品的通讯作者
  • East China Normal University
  • Shanghai Jiao Tong University
  • Shanghai University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

It is an effective means for the early diagnosis of leukemia to study immature precursor cells in marrow pathological images by computer image processing technology. This paper proposed a new method about localization of immature precursor cells in Pathological images of bone marrow. Firstly, we use modified OSTU method to binarize the image; then we process the image with morphological operations, combined with their own characteristics and the sizes of cells; finally we obtain the right results of cellular localization. Experimental results show that the method proposed in this paper has a better performance on immature precursor cells identification, which addresses the problem unsolved in specific situation with general image segmentation methods. This lays a foundation for the future study in the area of distribution of cells.

源语言英语
主期刊名Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010
2190-2194
页数5
DOI
出版状态已出版 - 2010
活动2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010 - Yantai, Shandong, 中国
期限: 10 8月 201012 8月 2010

出版系列

姓名Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010
5

会议

会议2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010
国家/地区中国
Yantai, Shandong
时期10/08/1012/08/10

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