Low-dose, high-resolution CT of infant-sized lungs via propagation-based phase contrast
Abstract Many lung diseases require high-resolution imaging for accurate diagnosis and treatment. Computed tomography (CT) is the gold-standard technique for non-invasive lung disease detection, but it presents a risk to the patient through the relatively high ionising radiation dose required. Utili...
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Nature Portfolio
2025-07-01
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| Online Access: | https://doi.org/10.1038/s41598-025-92857-1 |
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| author | James A. Pollock Kaye Morgan Linda C. P. Croton Emily J. Pryor Kelly J. Crossley Christopher J. Hall Daniel Häusermann Anton Maksimenko Stuart B. Hooper Marcus J. Kitchen |
| author_facet | James A. Pollock Kaye Morgan Linda C. P. Croton Emily J. Pryor Kelly J. Crossley Christopher J. Hall Daniel Häusermann Anton Maksimenko Stuart B. Hooper Marcus J. Kitchen |
| author_sort | James A. Pollock |
| collection | DOAJ |
| description | Abstract Many lung diseases require high-resolution imaging for accurate diagnosis and treatment. Computed tomography (CT) is the gold-standard technique for non-invasive lung disease detection, but it presents a risk to the patient through the relatively high ionising radiation dose required. Utilising the X-ray phase information has demonstrated improvements in image quality over absorption contrast in small animal models, at equal or lower radiation levels. Propagation-based phase-contrast imaging requires only a spatially coherent wavefield and some propagation between the sample and detector, making it well suited for medical applications. In particular, lung imaging significantly benefits from the strong phase gradients introduced by the lung-air material interfaces. Herein, propagation-based phase contrast CT is demonstrated stepping up to large animals, namely lambs, as a model for paediatric patients, using monochromatic radiation and a photon-counting detector. The resulting CT images demonstrate superior resolution to existing high-resolution CT systems, and push dose to the quantum limit to comply with current Australian guidelines for infant chest CT exposure of $$<2.5\,\text {mSv}$$ effective dose. Constituent raw projections are shown to have significant proportions of pixels with zero photon counts that would create severe information loss in conventional CT. Phase retrieval enabled clear visualisation of minor lung airways ( $$\ge {290}\,{{\upmu }\hbox {m}}$$ ) at doses up to 1225 ± 31% times lower than conventional CT reconstruction and a voxel size of just 75 $${{\upmu }\hbox {m}}$$ . |
| format | Article |
| id | doaj-art-944ca12a0d21454a9d5fe2e90fd1cc19 |
| institution | Kabale University |
| issn | 2045-2322 |
| language | English |
| publishDate | 2025-07-01 |
| publisher | Nature Portfolio |
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| series | Scientific Reports |
| spelling | doaj-art-944ca12a0d21454a9d5fe2e90fd1cc192025-08-20T03:37:22ZengNature PortfolioScientific Reports2045-23222025-07-0115111310.1038/s41598-025-92857-1Low-dose, high-resolution CT of infant-sized lungs via propagation-based phase contrastJames A. Pollock0Kaye Morgan1Linda C. P. Croton2Emily J. Pryor3Kelly J. Crossley4Christopher J. Hall5Daniel Häusermann6Anton Maksimenko7Stuart B. Hooper8Marcus J. Kitchen9School of Physics and Astronomy, Monash UniversitySchool of Physics and Astronomy, Monash UniversitySchool of Physics and Astronomy, Monash UniversityRitchie Centre, Hudson Institute of Medical ResearchRitchie Centre, Hudson Institute of Medical ResearchANSTO, Based at the Imaging and Medical Beamline of the Australian SynchrotronANSTO, Based at the Imaging and Medical Beamline of the Australian SynchrotronANSTO, Based at the Imaging and Medical Beamline of the Australian SynchrotronRitchie Centre, Hudson Institute of Medical ResearchSchool of Physics and Astronomy, Monash UniversityAbstract Many lung diseases require high-resolution imaging for accurate diagnosis and treatment. Computed tomography (CT) is the gold-standard technique for non-invasive lung disease detection, but it presents a risk to the patient through the relatively high ionising radiation dose required. Utilising the X-ray phase information has demonstrated improvements in image quality over absorption contrast in small animal models, at equal or lower radiation levels. Propagation-based phase-contrast imaging requires only a spatially coherent wavefield and some propagation between the sample and detector, making it well suited for medical applications. In particular, lung imaging significantly benefits from the strong phase gradients introduced by the lung-air material interfaces. Herein, propagation-based phase contrast CT is demonstrated stepping up to large animals, namely lambs, as a model for paediatric patients, using monochromatic radiation and a photon-counting detector. The resulting CT images demonstrate superior resolution to existing high-resolution CT systems, and push dose to the quantum limit to comply with current Australian guidelines for infant chest CT exposure of $$<2.5\,\text {mSv}$$ effective dose. Constituent raw projections are shown to have significant proportions of pixels with zero photon counts that would create severe information loss in conventional CT. Phase retrieval enabled clear visualisation of minor lung airways ( $$\ge {290}\,{{\upmu }\hbox {m}}$$ ) at doses up to 1225 ± 31% times lower than conventional CT reconstruction and a voxel size of just 75 $${{\upmu }\hbox {m}}$$ .https://doi.org/10.1038/s41598-025-92857-1X-ray computed tomographyPhase contrast CTLungs |
| spellingShingle | James A. Pollock Kaye Morgan Linda C. P. Croton Emily J. Pryor Kelly J. Crossley Christopher J. Hall Daniel Häusermann Anton Maksimenko Stuart B. Hooper Marcus J. Kitchen Low-dose, high-resolution CT of infant-sized lungs via propagation-based phase contrast Scientific Reports X-ray computed tomography Phase contrast CT Lungs |
| title | Low-dose, high-resolution CT of infant-sized lungs via propagation-based phase contrast |
| title_full | Low-dose, high-resolution CT of infant-sized lungs via propagation-based phase contrast |
| title_fullStr | Low-dose, high-resolution CT of infant-sized lungs via propagation-based phase contrast |
| title_full_unstemmed | Low-dose, high-resolution CT of infant-sized lungs via propagation-based phase contrast |
| title_short | Low-dose, high-resolution CT of infant-sized lungs via propagation-based phase contrast |
| title_sort | low dose high resolution ct of infant sized lungs via propagation based phase contrast |
| topic | X-ray computed tomography Phase contrast CT Lungs |
| url | https://doi.org/10.1038/s41598-025-92857-1 |
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