Microwave Breast Cancer Detection
Early detection of breast cancer significantly increases the chance of recovery. Conventional screening methods including x-ray mammography have several drawbacks such as ionizing radiation, uncomfortable breast compression, and a relatively high miss rate. Our research team is developing a microwave-based breast cancer detection system as a low-cost screening tool that can complement existing technologies. The system uses an antenna array to propagate low-power microwave signals into the breast and records the scattered waveforms in order to detect malignancies. We develop various machine learning techniques to process the signals recorded by a multistatic antenna array and to decide whether they correspond to a healthy breast.
System and data
- 16-element antenna array time-domain system
- Breast placed inside radome
- A 2-4GHz pulse transmitted in turn
- Tissue-mimcking reast phantoms with varying dielectric properties.
- 290 tumor-free or tumor scans collected in 20 days.
- 96 scans collected from 12 volunteers in 8 months.
Team:
- Mark Coates (Prof. McGill University)
- Milica Popovic (Prof. McGill University)
- Yunpeng Li
- Adam Santorrelli
- Muberra Ozmen
- Lena Kranold