Related Experiment Video
Updated: Aug 23, 2025

13:44
Detection of Architectural Distortion in Prior Mammograms via Analysis of Oriented Patterns
Published on: August 30, 2013
43.0K
An Innovative Concept of a 3D-Coded Aperture Imaging System Proposed for Early Breast Cancer Detection
Khalid Hussain1, Mohammed A Alnafea2, M Iqbal Saripan1
1Department of Computer and Communication System Engineering, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia.
Diagnostics (Basel, Switzerland)
|October 27, 2022
Summary
This study introduces a novel Coded Aperture (CA) SPECT imaging system using a mosaic MURA mask and MLEM algorithm for enhanced 3D breast phantom reconstruction. The system successfully detects small lesions, improving cancer detection capabilities.
Area of Science:
- Nuclear Medicine
- Medical Imaging
- Biomedical Engineering
Background:
- Coded Aperture (CA) imaging is emerging in nuclear medicine, but commercial SPECT cameras for cancer detection are lacking.
- Existing CA methods excel in planar and thin 3D imaging, yet thick 3D reconstruction for small lesions remains a challenge.
Purpose of the Study:
- To present a novel Coded Aperture (CA) SPECT imaging system for improved 3D breast phantom reconstruction.
- To evaluate the system's efficacy in detecting small lesions within a 3D breast phantom.
Main Methods:
- Utilized a mosaic modified uniformly redundant array (MURA) mask/antimask Coded Aperture (CA).
- Employed the maximum-likelihood expectation-maximization (MLEM) iterative algorithm for slice-by-slice 3D reconstruction.
- Stacked reconstructed slices to create a complete 3D breast phantom image from single-projection data.
Main Results:
- Successfully reconstructed a 3D anthropomorphic breast phantom with lesions as small as 3 mm.
- Demonstrated effective background noise suppression by leveraging the mask/antimask difference.
- Quantified lesion quality using contrast-to-background ratio (CBR), peak signal-to-noise ratio (PSNR), and mean square error (MSE).
Conclusions:
- The proposed CA SPECT imaging system shows promise for reconstructing 3D breast phantoms from single-projection data.
- This technology has the potential to enhance small lesion detection in nuclear medicine applications.
- Further development could lead to advanced SPECT imaging cameras for improved cancer diagnostics.
Keywords:
3D image reconstructionanthropomorphic breast phantomcoded-aperture imaginggamma cameramask/antimaskmosaic MURA mask
