Mitigating the effects of breast and excitation-source misalignment in low-frequency breast cancer detection
OBJECTIVES: Accurate breast-tumor detection requires precise positioning of both the excitation source and the breast, as motion or misalignment can degrade imaging performance. This work presents a novel technique to compensate for this effect and to reliably identify tumor presence and 2-D localization in breast impressions. METHODS: A numerical alignment approach was developed to estimate source-breast misalignment via cross-correlation and compensate for the resulting displacement using Fourier-domain phase compensation. An electrically small 200-MHz loop antenna was used as a non-ionizing excitation source to provide adequate penetration. In addition, a method was developed to generate MRI-derived contralateral breast phantoms based on enantiomorphic breast anatomy, thereby enhancing simulation realism. RESULTS: Comprehensive simulations on a realistic heterogeneously dense breast model demonstrate that the proposed technique consistently detects tumors of varying sizes, depths, and locations under excitation-source and breast misalignment in the presence of AWGN with an SNR of 30 dB. The robustness of the method was further assessed under different noise levels. Quantitative positioning-error analysis confirms high localization accuracy, yielding an average positioning-error reduction of 85.75 % across the evaluated simulation scenarios. CONCLUSIONS: The proposed alignment method effectively mitigates excitation-source and breast misalignment in low-frequency breast imaging, enabling non-ionizing tumor detection with accurate 2-D localization.
Authors
- Ahad Tavakoli (ORCID: https://orcid.org/0000-0002-3042-1362)
- Ali M. Almuhlafi (ORCID: https://orcid.org/0000-0002-9184-9936)
- Abdolali Abdipour (ORCID: https://orcid.org/0000-0002-0194-1983)
- Ghazaleh Tashtarian
- Omar M. Ramahi
Institutions
- University of Waterloo (CA)
- Amirkabir University of Technology (IR)
- King Saud University (SA)
Publication Details
- Journal
- Biomedizinische Technik/Biomedical Engineering
- Published
- 2026-09-15
- DOI
- https://doi.org/10.1515/bmt-2025-0479
- Primary Topic
- Microwave Imaging and Scattering Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00