Journals Articles Conferences News About CLP
Submit a paper Email Alert
Search
Search
Articles
Journals
News
Advanced Search
Top Searches
2D MaterialsTransformation opticsQuantum PhotonicsSmall lasersSemiconductor UV PhotonicsSupersymmetric microring laser arrays

Laser & Optoelectronics Progress, Volume. 57, Issue 20, 201701(2020)

Computer-Aided Diagnosis of Pathological Section for Eosinophilic Gastroenteritis

Zhenzhen Wan1、*, Chunxue Li1, Fang Liu2,3, Shaoyong Zhang1, and Shuai Han1
Author Affiliations
  • 1College of Electronic Information Engineering, Hebei University, Baoding, Hebei 0 71002, China
  • 2Department of Pathology, Baoding Children's Hospital, Baoding, Hebei 0 71000, China
  • 3Key Laboratory of Clinical Research on Children's Respiratory Digestive Diseases in Baoding City, Baoding, Hebei 0 71000, China
    • show less
    AbstractGet PDF(in Chinese)
    Figures&Tables (12)
    Equations (0)
    References (17)
    Tools
    Paper Information
    Topics
    Figures & Tables(12)
    Pathological section drawing

    Fig. 1. Pathological section drawing

    Download full size
    Cell classification diagram

    Fig. 2. Cell classification diagram

    Download full size
    YCbCr and filtering effect diagrams. (a) Original diagram; (b) YCbCr diagram; (c) gradient amplitude filtering

    Fig. 3. YCbCr and filtering effect diagrams. (a) Original diagram; (b) YCbCr diagram; (c) gradient amplitude filtering

    Download full size
    Eosinophil characteristics

    Fig. 4. Eosinophil characteristics

    Download full size
    Mathematical morphology diagrams. (a) Binarization; (b) reconstruction of open and closed operation; (c) filling of holes

    Fig. 5. Mathematical morphology diagrams. (a) Binarization; (b) reconstruction of open and closed operation; (c) filling of holes

    Download full size
    Results after foreground marking. (a) Result after extracting local maximum; (b) result after extracting local maximum after improvement; (c) distance transformation

    Fig. 6. Results after foreground marking. (a) Result after extracting local maximum; (b) result after extracting local maximum after improvement; (c) distance transformation

    Download full size
    Results of improved watershed algorithm. (a) Watershed ridge line; (b) image by overlaying original image on object edge; (c) marker matrix overlay original image

    Fig. 7. Results of improved watershed algorithm. (a) Watershed ridge line; (b) image by overlaying original image on object edge; (c) marker matrix overlay original image

    Download full size
    Segmentation of improved and traditional watershed algorithms

    Fig. 8. Segmentation of improved and traditional watershed algorithms

    Download full size
    Frequency distribution histogram of EOS counts

    Fig. 9. Frequency distribution histogram of EOS counts

    Download full size
    Accuracy frequency of improved and traditional watershed algorithms

    Fig. 10. Accuracy frequency of improved and traditional watershed algorithms

    Download full size
    Over-segmentation rate of improved and traditional watershed algorithms

    Fig. 11. Over-segmentation rate of improved and traditional watershed algorithms

    Download full size

    • Table 1. Experimental data of improved and traditional watershed algorithms

      View table

      Table 1. Experimental data of improved and traditional watershed algorithms

      CellimageEOS numberfrom doctorsTraditional algorithmImproved algorithm
      EOSnumberAccuracyrate /%Over dividedrate /%EOSnumberAccuracyrate /%Over dividedrate/%
      1364283.37.73797.21.4
      2162080.011.11794.13.0
      3293772.412.13096.61.7
      4334175.810.83594.02.9
      5495979.69.35293.93.0
      6283767.913.83093.03.4
      7566583.97.45896.41.8
      8131769.213.31492.93.7
    Tools

    Get Citation

    Copy Citation Text

    Zhenzhen Wan, Chunxue Li, Fang Liu, Shaoyong Zhang, Shuai Han. Computer-Aided Diagnosis of Pathological Section for Eosinophilic Gastroenteritis[J]. Laser & Optoelectronics Progress, 2020, 57(20): 201701

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Set citation alerts for article
    Save article for my favorites
    Paper Information

    Category: Medical Optics and Biotechnology

    Received: Jan. 6, 2020

    Accepted: Feb. 10, 2020

    Published Online: Sep. 27, 2020

    The Author Email: Zhenzhen Wan (wanzhenzhen@126.com)

    DOI:10.3788/LOP57.201701

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology