Acta Optica Sinica, Volume. 44, Issue 8, 0817001(2024)

Digital Breast Tomography Reconstruction Based on Focusing Layer Separation from Multi-Angle X Ray Projections Using Blind Source Separation

Chunyu Yu1、*, Mingrui Liu2, and Ningning Sun3
Author Affiliations
  • 1College of Electronic and Optical Engineering & College of Flexible Electronics (Future Technology), Nanjing University of Posts and Telecommunications, Nanjing 210023, Jiangsu , China
  • 2School of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana61801, Illinois , USA
  • 3School of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China
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    Figures & Tables(10)
    Imaging geometry and reconstruction principle. (a) System imaging geometry; (b) separation and reconstruction after shift
    Flowchart of using WASOBI in BSS to separate focusing plane
    DBT imaging system. (a) Hologic DBT system;(b) UPenn breast model; (c) plastic sheet
    Visual effects of reconstruction slice 7 obtained by different algorithms
    Visual effects of reconstruction slice 53 obtained by different algorithms
    Comparison of reconstruction visual effects of small metal ball focusing plane
    Artifact of small metal ball in other reconstruction slices
    Diffusion of small metal ball artifacts
    Reconstruction effects provided by DBT manufacturer and small metal ball artifact situation
    • Table 1. Comparison of image quality between reconstrution slices and central projection

      View table

      Table 1. Comparison of image quality between reconstrution slices and central projection

      Objects for comparisonSD of full imageSD of backgroundICCNRFSIMSSIM
      Central projection22.2834.3070.69415.203
      SAA reconstrution slice19.2890.8910.11328.2990.8410.596
      MLEM reconstrution slice18.0840.9790.12929.8160.8660.594
      FBP reconstrution slice2.5631.0940.17633.8300.8610.628
      BSFP reconstrution slice5.8802.4930.62036.0690.8860.787
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    Chunyu Yu, Mingrui Liu, Ningning Sun. Digital Breast Tomography Reconstruction Based on Focusing Layer Separation from Multi-Angle X Ray Projections Using Blind Source Separation[J]. Acta Optica Sinica, 2024, 44(8): 0817001

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    Paper Information

    Category: Medical optics and biotechnology

    Received: Nov. 14, 2023

    Accepted: Feb. 5, 2024

    Published Online: Apr. 11, 2024

    The Author Email: Yu Chunyu (yucy@njupt.edu.cn)

    DOI:10.3788/AOS231789

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