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.

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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

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article

Widefield ultra-high-density optical breast tomography system supplementing x-ray mammography

Mansi A. Saksena, Jayne Cormier, Rahul Ragunathan, Morris Vanegas et al.
2 citations
Scientific Reports
Optical Imaging and Spectroscopy Techniques
2.72
article

Widefield ultra-high-density optical breast tomography system supplementing x-ray mammography

Mansi A. Saksena, Jayne Cormier, Rahul Ragunathan, Morris Vanegas, Shijie Yan, Qianqian Fang, Stefan A. Carp, Edward Xu, Ailis Muldoon, Bin Deng, Miguel Mireles
article en
2 citations

Abstract

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.

Scientific ReportsVol. 15(1)
Northeastern University (US), Harvard University (US), Massachusetts General Hospital (US), Athinoula A. Martinos Center for Biomedical Imaging (US)
National Institutes of Health
Openalex Percentile: Top 12%
Optical Imaging and Spectroscopy Techniques
2.72
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