Widefield ultra-high-density optical breast tomography system supplementing x-ray mammography
We report a wide-field compressive diffuse optical tomography (DOT) system - optical mammography co-imager (OMCI) - which aims to augment tens of thousands of existing x-ray mammography or tomosynthesis systems worldwide by adding functional assessment of breast tissue and improve cancer diagnosis. The OMCI system utilizes large field-of-view structured light illumination and single-pixel-camera based detection techniques to produce ultra-high spatial sampling density while ensuring that the inverse problem remains compact via the development of a unique target-adaptive pattern optimization technique to achieve compressive-sensing based measurements. The reconstructed images can be further enhanced by applying a compositional-prior-guided DOT reconstruction algorithm with tissue structural priors derived from a separately acquired x-ray mammography scans. In this report, we describe the design details and performance characterization of the imaging hardware as well as DOT image reconstruction pipelines. To validate this multi-modal breast DOT system, we include reconstruction results from both tissue-mimicking optical phantoms as well as clinical measurements from normal breasts obtained from a clinical study. Sample reconstructions from a breast containing a malignant tumor are also included, showing the potential of localizing and characterizing breast lesions using multi-modal measurements combining x-ray and DOT.
Authors
- Mansi A. Saksena (ORCID: https://orcid.org/0000-0002-8545-0785)
- Jayne Cormier
- Rahul Ragunathan
- Morris Vanegas (ORCID: https://orcid.org/0000-0002-1386-3871)
- Shijie Yan (ORCID: https://orcid.org/0000-0002-1983-4625)
- Qianqian Fang (ORCID: https://orcid.org/0000-0003-0805-935X)
- Stefan A. Carp (ORCID: https://orcid.org/0000-0003-4617-3233)
- Edward Xu (ORCID: https://orcid.org/0000-0003-3658-4258)
- Ailis Muldoon
- Bin Deng (ORCID: https://orcid.org/0000-0001-8347-1104)
- Miguel Mireles (ORCID: https://orcid.org/0000-0002-6579-3844)
Institutions
- Northeastern University (US)
- Harvard University (US)
- Massachusetts General Hospital (US)
- Athinoula A. Martinos Center for Biomedical Imaging (US)
Publication Details
- Journal
- Scientific Reports
- Published
- 2025-03-13
- DOI
- https://doi.org/10.1038/s41598-025-92261-9
- Citations
- 2
- Primary Topic
- Optical Imaging and Spectroscopy Techniques
- Type
- article
- Field-Weighted Citation Impact
- 2.72
Funders
- National Institutes of Health