Breast cancer detection from ultrasound computed tomography imaging using radiomic analysis: in silico trial
Our in silico experimental results demonstrate the feasibility of using USCT for breast lesion detection using fully automatic analysis of reconstructed SOS images. The multimodal approach, that combines radio-density and acoustic properties of the breast, outperforms the analysis using a single modality.
Authors
- Andrés Vargas (ORCID: https://orcid.org/0000-0002-6236-1552)
- Said Pertuz (ORCID: https://orcid.org/0000-0001-8498-9917)
- Nicole Hernandez
- Ana B. Ramirez (ORCID: https://orcid.org/0000-0002-0025-6423)
Institutions
- Universidad Industrial de Santander (CO)
- Tampere University Hospital (FI)
- Tampere University (FI)
Publication Details
- Journal
- Medical Physics
- Published
- 2025-02-28
- DOI
- https://doi.org/10.1002/mp.17710
- Citations
- 3
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 4.08