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Mettivier G, di Franco F, Sarno A, Castriconi R, Di Lillo F, Bliznakova K, Russo P. In-Line Phase Contrast Mammography, Phase Contrast Digital Breast Tomosynthesis, and Phase Contrast Breast Computed Tomography With a Dedicated CT Scanner and a Microfocus X-Ray Tube: Experimental Phantom Study. IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES 2021. [DOI: 10.1109/trpms.2020.3003380] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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2
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Massimi L, Suaris T, Hagen CK, Endrizzi M, Munro PRT, Havariyoun G, Hawker PMS, Smit B, Astolfo A, Larkin OJ, Waltham RM, Shah Z, Duffy SW, Nelan RL, Peel A, Jones JL, Haig IG, Bate D, Olivo A. Detection of involved margins in breast specimens with X-ray phase-contrast computed tomography. Sci Rep 2021; 11:3663. [PMID: 33574584 PMCID: PMC7878478 DOI: 10.1038/s41598-021-83330-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 02/01/2021] [Indexed: 01/19/2023] Open
Abstract
Margins of wide local excisions in breast conserving surgery are tested through histology, which can delay results by days and lead to second operations. Detection of margin involvement intraoperatively would allow the removal of additional tissue during the same intervention. X-ray phase contrast imaging (XPCI) provides soft tissue sensitivity superior to conventional X-rays: we propose its use to detect margin involvement intraoperatively. We have developed a system that can perform phase-based computed tomography (CT) scans in minutes, used it to image 101 specimens approximately half of which contained neoplastic lesions, and compared results against those of a commercial system. Histological analysis was carried out on all specimens and used as the gold standard. XPCI-CT showed higher sensitivity (83%, 95% CI 69–92%) than conventional specimen imaging (32%, 95% CI 20–49%) for detection of lesions at margin, and comparable specificity (83%, 95% CI 70–92% vs 86%, 95% CI 73–93%). Within the limits of this study, in particular that specimens obtained from surplus tissue typically contain small lesions which makes detection more difficult for both methods, we believe it likely that the observed increase in sensitivity will lead to a comparable reduction in the number of re-operations.
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Affiliation(s)
- Lorenzo Massimi
- Department of Medical Physics and Biomedical Engineering, University College London, Gower St, London, WC1E 6BT, UK
| | - Tamara Suaris
- St Bartholomew's Hospital, Barts Health NHS Trust, West Smithfields, London, EC1A 7BE, UK
| | - Charlotte K Hagen
- Department of Medical Physics and Biomedical Engineering, University College London, Gower St, London, WC1E 6BT, UK
| | - Marco Endrizzi
- Department of Medical Physics and Biomedical Engineering, University College London, Gower St, London, WC1E 6BT, UK
| | - Peter R T Munro
- Department of Medical Physics and Biomedical Engineering, University College London, Gower St, London, WC1E 6BT, UK
| | - Glafkos Havariyoun
- Department of Medical Physics and Biomedical Engineering, University College London, Gower St, London, WC1E 6BT, UK
| | - P M Sam Hawker
- Nikon X-Tek Systems, Tring Business Centre, Icknield Way, Tring, Hertfordshire, HP23 4JX, UK
| | - Bennie Smit
- Nikon X-Tek Systems, Tring Business Centre, Icknield Way, Tring, Hertfordshire, HP23 4JX, UK
| | - Alberto Astolfo
- Nikon X-Tek Systems, Tring Business Centre, Icknield Way, Tring, Hertfordshire, HP23 4JX, UK
| | - Oliver J Larkin
- Nikon X-Tek Systems, Tring Business Centre, Icknield Way, Tring, Hertfordshire, HP23 4JX, UK
| | - Richard M Waltham
- Nikon X-Tek Systems, Tring Business Centre, Icknield Way, Tring, Hertfordshire, HP23 4JX, UK
| | - Zoheb Shah
- Barts and the London School of Medicine and Dentistry, Queen Mary University of London, Newark St, London, E1 2AT, UK
| | - Stephen W Duffy
- Barts and the London School of Medicine and Dentistry, Queen Mary University of London, Newark St, London, E1 2AT, UK
| | - Rachel L Nelan
- Barts and the London School of Medicine and Dentistry, Queen Mary University of London, Newark St, London, E1 2AT, UK
| | - Anthony Peel
- St Bartholomew's Hospital, Barts Health NHS Trust, West Smithfields, London, EC1A 7BE, UK
| | - J Louise Jones
- St Bartholomew's Hospital, Barts Health NHS Trust, West Smithfields, London, EC1A 7BE, UK.,Barts and the London School of Medicine and Dentistry, Queen Mary University of London, Newark St, London, E1 2AT, UK
| | - Ian G Haig
- Nikon X-Tek Systems, Tring Business Centre, Icknield Way, Tring, Hertfordshire, HP23 4JX, UK
| | - David Bate
- Nikon X-Tek Systems, Tring Business Centre, Icknield Way, Tring, Hertfordshire, HP23 4JX, UK
| | - Alessandro Olivo
- Department of Medical Physics and Biomedical Engineering, University College London, Gower St, London, WC1E 6BT, UK.
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3
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X-ray dark-field phase-contrast imaging: Origins of the concept to practical implementation and applications. Phys Med 2020; 79:188-208. [PMID: 33342666 DOI: 10.1016/j.ejmp.2020.11.034] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Revised: 11/13/2020] [Accepted: 11/26/2020] [Indexed: 12/18/2022] Open
Abstract
The basic idea of X-ray dark-field imaging (XDFI), first presented in 2000, was based on the concepts used in an X-ray interferometer. In this article, we review 20 years of developments in our theoretical understanding, scientific instrumentation, and experimental demonstration of XDFI and its applications to medical imaging. We first describe the concepts underlying XDFI that are responsible for imparting phase contrast information in projection X-ray images. We then review the algorithms that can convert these projection phase images into three-dimensional tomographic slices. Various implementations of computed tomography reconstructions algorithms for XDFI data are discussed. The next four sections describe and illustrate potential applications of XDFI in pathology, musculoskeletal imaging, oncologic imaging, and neuroimaging. The sample applications that are presented illustrate potential use scenarios for XDFI in histopathology and other clinical applications. Finally, the last section presents future perspectives and potential technical developments that can make XDFI an even more powerful tool.
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4
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Sheng K. Artificial intelligence in radiotherapy: a technological review. Front Med 2020; 14:431-449. [PMID: 32728877 DOI: 10.1007/s11684-020-0761-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2019] [Accepted: 02/14/2020] [Indexed: 12/19/2022]
Abstract
Radiation therapy (RT) is widely used to treat cancer. Technological advances in RT have occurred in the past 30 years. These advances, such as three-dimensional image guidance, intensity modulation, and robotics, created challenges and opportunities for the next breakthrough, in which artificial intelligence (AI) will possibly play important roles. AI will replace certain repetitive and labor-intensive tasks and improve the accuracy and consistency of others, particularly those with increased complexity because of technological advances. The improvement in efficiency and consistency is important to manage the increasing cancer patient burden to the society. Furthermore, AI may provide new functionalities that facilitate satisfactory RT. The functionalities include superior images for real-time intervention and adaptive and personalized RT. AI may effectively synthesize and analyze big data for such purposes. This review describes the RT workflow and identifies areas, including imaging, treatment planning, quality assurance, and outcome prediction, that benefit from AI. This review primarily focuses on deep-learning techniques, although conventional machine-learning techniques are also mentioned.
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Affiliation(s)
- Ke Sheng
- Department of Radiation Oncology, University of California, Los Angeles, CA, 90095, USA.
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5
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Caballo M, Michielsen K, Fedon C, Sechopoulos I. Towards 4D dedicated breast CT perfusion imaging of cancer: development and validation of computer simulated images. Phys Med Biol 2019; 64:245004. [PMID: 31703216 PMCID: PMC10424558 DOI: 10.1088/1361-6560/ab55ac] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Dedicated breast CT is a fully tomographic breast imaging modality with potential for various applications throughout breast cancer care. If implemented to perform dynamic contrast-enhanced (CE) imaging (4D breast CT), it could be useful to obtain functional information at high combined spatio-temporal resolution. Before developing a 4D dedicated breast CT system, a computer simulation method for breast CT perfusion imaging is proposed. The simulation uses previously developed patient-based 4D digital breast phantoms, and generates realistic images with the selected acquisition parameters, allowing to investigate the effect of different acquisition settings on image quality. The simulation pipeline includes all steps of the image generation process, from ray tracing and scatter map generation, to the addition of realistic resolution losses and noise models. The pipeline was validated against experimental measurements performed on physical phantoms with a dedicated breast CT system, in terms of average error compared to ground truth projections (6.0% ± 1.65%), Hounsfield unit (HU) values in a homogeneous phantom (acquired: -149 HU ± 2 HU; simulated: -140 HU ± 2 HU), signal-to-noise ratio (SNR) (average error 6.7% ± 4.2%), noise power spectra (NPS) (average error 4.3% ± 2.5%), modulation transfer function (MTF) (average error 8.4% ± 7.2%), and attenuation of different adipose/glandular equivalent mixtures (average error 6.9% ± 4.0%) and glandular plus iodinated contrast medium concentrations equivalent mixtures (average error of 9.1% ± 9.0%). 4D patient images were then simulated for different 4D digital breast phantoms at different air kerma levels to determine the effect of noise on the extracted tumor perfusion curves. In conclusion, the proposed pipeline could simulate images with a good level of realism, resulting in a tool that can be used for the design, development, and optimization of a 4D dedicated breast CT system.
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Affiliation(s)
- Marco Caballo
- Department of Radiology and Nuclear Medicine, Radboud University Medical Center, PO Box 9101, 6500 HB Nijmegen, The Netherlands
| | - Koen Michielsen
- Department of Radiology and Nuclear Medicine, Radboud University Medical Center, PO Box 9101, 6500 HB Nijmegen, The Netherlands
| | - Christian Fedon
- Department of Radiology and Nuclear Medicine, Radboud University Medical Center, PO Box 9101, 6500 HB Nijmegen, The Netherlands
- Istituto Nazionale di Fisica Nucleare (INFN), sezione di Trieste, 34127 Trieste, Italy
| | - Ioannis Sechopoulos
- Department of Radiology and Nuclear Medicine, Radboud University Medical Center, PO Box 9101, 6500 HB Nijmegen, The Netherlands
- Dutch Expert Center for Screening (LRCB), PO Box 6873, 6503 GJ Nijmegen, The Netherlands
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6
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Longo R, Arfelli F, Bonazza D, Bottigli U, Brombal L, Contillo A, Cova MA, Delogu P, Di Lillo F, Di Trapani V, Donato S, Dreossi D, Fanti V, Fedon C, Golosio B, Mettivier G, Oliva P, Pacilè S, Sarno A, Rigon L, Russo P, Taibi A, Tonutti M, Zanconati F, Tromba G. Advancements towards the implementation of clinical phase-contrast breast computed tomography at Elettra. JOURNAL OF SYNCHROTRON RADIATION 2019; 26:1343-1353. [PMID: 31274463 DOI: 10.1107/s1600577519005502] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Accepted: 04/23/2019] [Indexed: 06/09/2023]
Abstract
Breast computed tomography (BCT) is an emerging application of X-ray tomography in radiological practice. A few clinical prototypes are under evaluation in hospitals and new systems are under development aiming at improving spatial and contrast resolution and reducing delivered dose. At the same time, synchrotron-radiation phase-contrast mammography has been demonstrated to offer substantial advantages when compared with conventional mammography. At Elettra, the Italian synchrotron radiation facility, a clinical program of phase-contrast BCT based on the free-space propagation approach is under development. In this paper, full-volume breast samples imaged with a beam energy of 32 keV delivering a mean glandular dose of 5 mGy are presented. The whole acquisition setup mimics a clinical study in order to evaluate its feasibility in terms of acquisition time and image quality. Acquisitions are performed using a high-resolution CdTe photon-counting detector and the projection data are processed via a phase-retrieval algorithm. Tomographic reconstructions are compared with conventional mammographic images acquired prior to surgery and with histologic examinations. Results indicate that BCT with monochromatic beam and free-space propagation phase-contrast imaging provide relevant three-dimensional insights of breast morphology at clinically acceptable doses and scan times.
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Affiliation(s)
- Renata Longo
- Department of Physics, University of Trieste, 34127 Trieste, Italy
| | - Fulvia Arfelli
- Department of Physics, University of Trieste, 34127 Trieste, Italy
| | - Deborah Bonazza
- Department of Medical Science, Cattinara Hospital, University of Trieste, 34149 Trieste, Italy
| | - Ubaldo Bottigli
- Department of Physical Sciences, Earth and Environment, University of Siena, 53100 Siena, Italy
| | - Luca Brombal
- Department of Physics, University of Trieste, 34127 Trieste, Italy
| | - Adriano Contillo
- Department of Physics and Earth Science, University of Ferrara, 44122 Ferrara, Italy
| | - Maria A Cova
- Department of Medical Science, Cattinara Hospital, University of Trieste, 34149 Trieste, Italy
| | - Pasquale Delogu
- Department of Physical Sciences, Earth and Environment, University of Siena, 53100 Siena, Italy
| | - Francesca Di Lillo
- Department of Physics `E. Pancini', University of Napoli `Federico II', 80126 Napoli, Italy
| | - Vittorio Di Trapani
- Department of Physical Sciences, Earth and Environment, University of Siena, 53100 Siena, Italy
| | - Sandro Donato
- Department of Physics, University of Trieste, 34127 Trieste, Italy
| | - Diego Dreossi
- Elettra-Sincrotrone Trieste SCpA, 34149 Trieste, Italy
| | - Viviana Fanti
- Department of Physics, University of Cagliari, 09042 Monserrato (CA), Italy
| | | | - Bruno Golosio
- Department of Physics, University of Cagliari, 09042 Monserrato (CA), Italy
| | - Giovanni Mettivier
- Department of Physics `E. Pancini', University of Napoli `Federico II', 80126 Napoli, Italy
| | | | - Serena Pacilè
- Elettra-Sincrotrone Trieste SCpA, 34149 Trieste, Italy
| | - Antonio Sarno
- Department of Physics `E. Pancini', University of Napoli `Federico II', 80126 Napoli, Italy
| | - Luigi Rigon
- Department of Physics, University of Trieste, 34127 Trieste, Italy
| | - Paolo Russo
- Department of Physics `E. Pancini', University of Napoli `Federico II', 80126 Napoli, Italy
| | - Angelo Taibi
- Department of Physics and Earth Science, University of Ferrara, 44122 Ferrara, Italy
| | - Maura Tonutti
- ASUITS, Trieste University Hospital, Department of Radiology, 34100 Trieste, Italy
| | - Fabrizio Zanconati
- Department of Medical Science, Cattinara Hospital, University of Trieste, 34149 Trieste, Italy
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7
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Mittone A, Ivanishko Y, Kovalev S, Lisutina P, Lotoshnikov M, Tkachev S, Tkacheva M, Crippa L, Dmitriev V, Bravin A. High resolution hard X-ray 3D mapping of a Macaca fascicularis eye: A feasibility study without contrast agents. Phys Med 2018; 51:7-12. [DOI: 10.1016/j.ejmp.2018.06.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 05/28/2018] [Accepted: 06/02/2018] [Indexed: 11/30/2022] Open
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8
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Abidin AZ, Deng B, DSouza AM, Nagarajan MB, Coan P, Wismüller A. Deep transfer learning for characterizing chondrocyte patterns in phase contrast X-Ray computed tomography images of the human patellar cartilage. Comput Biol Med 2018; 95:24-33. [PMID: 29433038 PMCID: PMC5869140 DOI: 10.1016/j.compbiomed.2018.01.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Revised: 01/22/2018] [Accepted: 01/23/2018] [Indexed: 10/18/2022]
Abstract
Phase contrast X-ray computed tomography (PCI-CT) has been demonstrated to be effective for visualization of the human cartilage matrix at micrometer resolution, thereby capturing osteoarthritis induced changes to chondrocyte organization. This study aims to systematically assess the efficacy of deep transfer learning methods for classifying between healthy and diseased tissue patterns. We extracted features from two different convolutional neural network architectures, CaffeNet and Inception-v3 for characterizing such patterns. These features were quantitatively evaluated in a classification task measured by the area (AUC) under the Receiver Operating Characteristic (ROC) curve as well as qualitative visualization through a dimension reduction approach t-Distributed Stochastic Neighbor Embedding (t-SNE). The best classification performance, for CaffeNet, was observed when using features from the last convolutional layer and the last fully connected layer (AUCs >0.91). Meanwhile, off-the-shelf features from Inception-v3 produced similar classification performance (AUC >0.95). Visualization of features from these layers further confirmed adequate characterization of chondrocyte patterns for reliably distinguishing between healthy and osteoarthritic tissue classes. Such techniques, can be potentially used for detecting the presence of osteoarthritis related changes in the human patellar cartilage.
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Affiliation(s)
- Anas Z Abidin
- Department of Biomedical Engineering, University of Rochester Medical Center, Rochester, NY, USA.
| | - Botao Deng
- Department of Electrical Engineering, University of Rochester Medical Center, Rochester, NY, USA
| | - Adora M DSouza
- Department of Electrical Engineering, University of Rochester Medical Center, Rochester, NY, USA
| | - Mahesh B Nagarajan
- Department of Radiological Sciences, University of California Los Angeles, Los Angeles, USA
| | - Paola Coan
- European Synchrotron Radiation Facility, Grenoble, France; Faculty of Medicine and Institute of Clinical Radiology, Ludwig Maximilians University, Munich Germany
| | - Axel Wismüller
- Department of Biomedical Engineering, University of Rochester Medical Center, Rochester, NY, USA; Department of Imaging Sciences, University of Rochester Medical Center, Rochester, NY, USA; Department of Electrical Engineering, University of Rochester Medical Center, Rochester, NY, USA; Faculty of Medicine and Institute of Clinical Radiology, Ludwig Maximilians University, Munich Germany
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9
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Lu Y, Tang G, Lin H, Lin X, Jiang L, Yang GY, Wang Y. A biosafety evaluation of synchrotron radiation X-ray to skin and bone marrow: single dose irradiation study of rats and macaques. Int J Radiat Biol 2017; 93:637-645. [PMID: 28112006 DOI: 10.1080/09553002.2017.1286049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
PURPOSE Very limited experimental data is available regarding the safe dosages related to synchrotron radiation (SR) procedures. We used young rats and macaques to address bone marrow and skin tolerance to various doses of synchrotron radiation. METHODS Rats were subjected to 0, 0.5, 2.5, 5, 25 or 100 Gy local SR X-ray irradiation at left hind limb. Rat blood samples were analyzed at 2-90 days after irradiation. The SR X-ray irradiated skin and tibia were sectioned for morphological examination. For non-human primate study, three male macaques were subjected to 0.5 or 2.5 Gy SR X-ray on crus. Skin responses of macaques were observed. RESULTS All rats that received SR X-ray irradiation doses greater than 2.5 Gy experienced hair loss and bone-growth inhibition, which were accompanied by decreased number of follicles, thickened epidermal layer, and decreased density of bone marrow cells (p < 0.05). Macaque skin could tolerate 0.5 Gy SR X-ray but showed significant hair loss when the dose was raised above 2.5 Gy. CONCLUSION The safety threshold doses of SR X-ray for rat skin, bone marrow and macaque skin are between 0.5 and 2.5 Gy. Our study provided essential information regarding the biosafety of SR X-ray irradiation.
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Affiliation(s)
- Yifan Lu
- a Neuroscience and Neuroengineering Research Center, Med-X Research Institute and School of Biomedical Engineering , Shanghai Jiao Tong University , Shanghai , China
| | - Guanghui Tang
- a Neuroscience and Neuroengineering Research Center, Med-X Research Institute and School of Biomedical Engineering , Shanghai Jiao Tong University , Shanghai , China
| | - Hui Lin
- b School of Electronic Science and Application Physics , Hefei University of Technology , Hefei , Anhui , China
| | - Xiaojie Lin
- a Neuroscience and Neuroengineering Research Center, Med-X Research Institute and School of Biomedical Engineering , Shanghai Jiao Tong University , Shanghai , China
| | - Lu Jiang
- a Neuroscience and Neuroengineering Research Center, Med-X Research Institute and School of Biomedical Engineering , Shanghai Jiao Tong University , Shanghai , China
| | - Guo-Yuan Yang
- a Neuroscience and Neuroengineering Research Center, Med-X Research Institute and School of Biomedical Engineering , Shanghai Jiao Tong University , Shanghai , China.,c Department of Neurology, Ruijin Hospital, School of Medicine , Shanghai Jiao Tong University , Shanghai , China
| | - Yongting Wang
- a Neuroscience and Neuroengineering Research Center, Med-X Research Institute and School of Biomedical Engineering , Shanghai Jiao Tong University , Shanghai , China
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10
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Diemoz PC, Bravin A, Sztrókay-Gaul A, Ruat M, Grandl S, Mayr D, Auweter S, Mittone A, Brun E, Ponchut C, Reiser MF, Coan P, Olivo A. A method for high-energy, low-dose mammography using edge illumination x-ray phase-contrast imaging. Phys Med Biol 2016; 61:8750-8761. [PMID: 27893445 DOI: 10.1088/1361-6560/61/24/8750] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Since the breast is one of the most radiosensitive organs, mammography is arguably the area where lowering radiation dose is of the uttermost importance. Phase-based x-ray imaging methods can provide opportunities in this sense, since they do not require x-rays to be stopped in tissue for image contrast to be generated. Therefore, x-ray energy can be considerably increased compared to those usually exploited by conventional mammography. In this article we show how a novel, optimized approach can lead to considerable dose reductions. This was achieved by matching the edge-illumination phase method, which reaches very high angular sensitivity also at high x-ray energies, to an appropriate image processing algorithm and to a virtually noise-free detection technology capable of reaching almost 100% efficiency at the same energies. Importantly, while proof-of-concept was obtained at a synchrotron, the method has potential for a translation to conventional sources.
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Affiliation(s)
- Paul C Diemoz
- Department of Medical Physics and Biomedical Engineering, University College London, London, WC1E 6BT, UK
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11
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Sarno A, Mettivier G, Golosio B, Oliva P, Spandre G, Di Lillo F, Fedon C, Longo R, Russo P. Imaging performance of phase-contrast breast computed tomography with synchrotron radiation and a CdTe photon-counting detector. Phys Med 2016; 32:681-90. [DOI: 10.1016/j.ejmp.2016.04.011] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2015] [Revised: 04/21/2016] [Accepted: 04/22/2016] [Indexed: 11/25/2022] Open
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12
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Lin H, Jing J, Lu YF, Xie C, Lin XJ, Yang GY. Effect of iodine contrast agent concentration on cerebrovascular dose for synchrotron radiation microangiography based on a simple mouse head model and a voxel mouse head phantom by Monte Carlo simulation. JOURNAL OF SYNCHROTRON RADIATION 2016; 23:304-311. [PMID: 26698078 DOI: 10.1107/s1600577515019025] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Accepted: 10/09/2015] [Indexed: 06/05/2023]
Abstract
Effective setting strategies using Monte Carlo simulation are presented to mitigate the irradiation damage in synchrotron radiation microangiography (SRA). A one-dimensional mouse head model and a segmented voxel phantom mouse head were simulated using the EGSnrc/DOSXYZnrc code to investigate the dose enhancement effect of an iodine contrast agent irradiated by a monochromatic synchrotron radiation source. The influence of the iodine concentration, vessel width and depth, protection with and without the skull layer, and various incident X-ray energies were all simulated. The dose enhancement effect and the absolute dose based on the segmented voxel mouse head phantom were evaluated. The dose enhancement ratio depended little on the irradiation depth, but strongly and linearly increasing on iodine concentration. The protection given by the skull layer cannot be ignored in SRA because a 700 µm-thick skull can decrease the dose by 10%. The incident X-ray energy can affect the dose significantly. Compared with a dose of 33.2 keV for 50 mgI ml(-1), a dose of 32.7 keV decreased by 38%, whereas a dose of 33.7 keV increased by 69.2% and the variation strengthened more with enhanced iodine concentration. The segmented voxel mouse head phantom also showed that the average dose enhancement effect and the maximal voxel dose per photon depended little on the iodine voxel volume ratio but strongly on the iodine concentration. To decrease the damage caused by the dose in SRA, a high-Z contrast agent should be used as little as possible and irradiation of the injection site of the contrast agent should be avoided immediately after the injection. The fragile vessel containing iodine should avoid being closely irradiated. Avoiding irradiating through a thin (or no) skull region, or attaching a thin equivalent material on the outside for protection are better methods. An incident X-ray energy as low as possible should be used as long as the SRA image quality is ensured. The use of the synergetic and synchronous shuttering technique in SRA is also very critical in order to effectively shorten the accumulative irradiation time in in vivo animal irradiation experiments.
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Affiliation(s)
- Hui Lin
- School of Electronic Science and Application Physics, Hefei University of Technology, 230009 Hefei, People's Republic of China
| | - Jia Jing
- School of Electronic Science and Application Physics, Hefei University of Technology, 230009 Hefei, People's Republic of China
| | - Yi-Fan Lu
- Neuroscience and Neuroengineering Centre, Med-X Research Institute and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, People's Republic of China
| | - Cong Xie
- School of Electronic Science and Application Physics, Hefei University of Technology, 230009 Hefei, People's Republic of China
| | - Xiao-Jie Lin
- Neuroscience and Neuroengineering Centre, Med-X Research Institute and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, People's Republic of China
| | - Guo-Yuan Yang
- Neuroscience and Neuroengineering Centre, Med-X Research Institute and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, People's Republic of China
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13
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Mettivier G, Fedon C, Di Lillo F, Longo R, Sarno A, Tromba G, Russo P. Glandular dose in breast computed tomography with synchrotron radiation. Phys Med Biol 2015; 61:569-87. [DOI: 10.1088/0031-9155/61/2/569] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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14
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Brun E, Grandl S, Sztrókay-Gaul A, Barbone G, Mittone A, Gasilov S, Bravin A, Coan P. Breast tumor segmentation in high resolution x-ray phase contrast analyzer based computed tomography. Med Phys 2014; 41:111902. [DOI: 10.1118/1.4896124] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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15
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Majidi K, Wernick MN, Li J, Muehleman C, Brankov JG. Limited-angle tomography for analyzer-based phase-contrast x-ray imaging. Phys Med Biol 2014; 59:3483-500. [PMID: 24898008 DOI: 10.1088/0031-9155/59/13/3483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Multiple-image radiography (MIR) is an analyzer-based phase-contrast x-ray imaging method, which is emerging as a potential alternative to conventional radiography. MIR simultaneously generates three planar parametric images containing information about scattering, refraction and attenuation properties of the object. The MIR planar images are linear tomographic projections of the corresponding object properties, which allows reconstruction of volumetric images using computed tomography (CT) methods. However, when acquiring a full range of linear projections around the tissue of interest is not feasible or the scanning time is limited, limited-angle tomography techniques can be used to reconstruct these volumetric images near the central plane, which is the plane that contains the pivot point of the tomographic movement. In this work, we use computer simulations to explore the applicability of limited-angle tomography to MIR. We also investigate the accuracy of reconstructions as a function of number of tomographic angles for a fixed total radiation exposure. We use this function to find an optimal range of angles over which data should be acquired for limited-angle tomography MIR (LAT-MIR). Next, we apply the LAT-MIR technique to experimentally acquired MIR projections obtained in a cadaveric human thumb study. We compare the reconstructed slices near the central plane to the same slices reconstructed by CT-MIR using the full angular view around the object. Finally, we perform a task-based evaluation of LAT-MIR performance for different numbers of angular views, and use template matching to detect cartilage in the refraction image near the central plane. We use the signal-to-noise ratio of this test as the detectability metric to investigate an optimum range of tomographic angles for detecting soft tissues in LAT-MIR. Both results show that there is an optimum range of angular view for data acquisition where LAT-MIR yields the best performance, comparable to CT-MIR only if one considers volumetric images near the central plane and not the whole volume.
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Affiliation(s)
- Keivan Majidi
- Department of Electrical and Computer Engineering, Illinois Institute of Technology, Chicago, IL 60616, USA
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17
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Feye-Treimer U, Treimer W. Phase-based x-ray scattering--a possible method to detect cancer cells in a very early stage. Med Phys 2014; 41:053503. [PMID: 24784409 DOI: 10.1118/1.4871616] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE This theoretical work contains a detailed investigation of the potential and sensitivity of phase-based x-ray scattering for cancer detection in biopsies if cancer is in a very early stage of development. METHODS Cancer cells in their early stage of development differ from healthy ones mainly due to their faster growing cell nuclei and the enlargement of their densities. This growth is accompanied by an altered nucleus-plasma relation for the benefit of the cell nuclei, that changes the physical properties especially the index of refraction of the cell and the one of the cell nuclei. Interaction of radiation with matter is known to be highly sensitive to small changes of the index of refraction of matter; therefore a detection of such changes of volume and density of cell nuclei by means of high angular resolved phase-based scattering of x rays might provide a technique to distinguish malignant cells from healthy ones if the cell-cell nucleus system is considered as a coherent phase shifting object. Then one can observe from a thin biopsy which represents a monolayer of cells (no multiple scattering) that phase-based x-ray scattering curves from healthy cells differ from those of cancer cells in their early stage of development. RESULTS Detailed calculations of x-ray scattering patterns from healthy and cancer cell nuclei yield graphs and numbers with which one can distinguish healthy cells from cancer ones, taking into account that both kinds of cells occur in a tissue within a range of size and density. One important result is the role and the influence of the (lateral) coherence width of the radiation on the scattering curves and the sensitivity of phase-based scattering for cancer detection. A major result is that a larger coherence width yields a larger sensitivity for cancer detection. Further import results are calculated limits for critical sizes and densities of cell nuclei in order to attribute the investigated tissue to be healthy or diseased. CONCLUSIONS With this proposed method it should be in principle possible to detect cancer cells in apparently healthy tissues in biopsies and/or in samples of the far border region of abscised or excised tissues. Thus this method could support established methods in diagnostics of cancer-suspicious samples.
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Affiliation(s)
- U Feye-Treimer
- Department of Mathematics, Physics and Chemistry, University of Applied Sciences, D-13353 Berlin, Germany and Joint Department G-GTOMO, Helmholtz Zentrum fuer Materialien und Energie Berlin, D-14109 Berlin, Germany
| | - W Treimer
- Department of Mathematics, Physics and Chemistry, University of Applied Sciences, D-13353 Berlin, Germany and Joint Department G-GTOMO, Helmholtz Zentrum fuer Materialien und Energie Berlin, D-14109 Berlin, Germany
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Willner M, Herzen J, Grandl S, Auweter S, Mayr D, Hipp A, Chabior M, Sarapata A, Achterhold K, Zanette I, Weitkamp T, Sztrókay A, Hellerhoff K, Reiser M, Pfeiffer F. Quantitative breast tissue characterization using grating-based x-ray phase-contrast imaging. Phys Med Biol 2014; 59:1557-71. [PMID: 24614413 DOI: 10.1088/0031-9155/59/7/1557] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
X-ray phase-contrast imaging has received growing interest in recent years due to its high capability in visualizing soft tissue. Breast imaging became the focus of particular attention as it is considered the most promising candidate for a first clinical application of this contrast modality. In this study, we investigate quantitative breast tissue characterization using grating-based phase-contrast computed tomography (CT) at conventional polychromatic x-ray sources. Different breast specimens have been scanned at a laboratory phase-contrast imaging setup and were correlated to histopathology. Ascertained tumor types include phylloides tumor, fibroadenoma and infiltrating lobular carcinoma. Identified tissue types comprising adipose, fibroglandular and tumor tissue have been analyzed in terms of phase-contrast Hounsfield units and are compared to high-quality, high-resolution data obtained with monochromatic synchrotron radiation, as well as calculated values based on tabulated tissue properties. The results give a good impression of the method's prospects and limitations for potential tumor detection and the associated demands on such a phase-contrast breast CT system. Furthermore, the evaluated quantitative tissue values serve as a reference for simulations and the design of dedicated phantoms for phase-contrast mammography.
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Affiliation(s)
- M Willner
- Department of Physics and Institute of Medical Engineering, Technische Universität München, James-Franck-Straße 1, D-85748 Garching, Germany
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Microcomputed tomography with diffraction-enhanced imaging for morphologic characterization and quantitative evaluation of microvessel of hepatic fibrosis in rats. PLoS One 2013; 8:e78176. [PMID: 24205147 PMCID: PMC3804625 DOI: 10.1371/journal.pone.0078176] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2013] [Accepted: 09/09/2013] [Indexed: 12/12/2022] Open
Abstract
Backgroud Hepatic fibrosis can lead to deformation of vessel morphology and structure. In the present feasibility study, high-resolution computed tomography (CT) using diffraction-enhanced imaging (DEI) was used to represent three-dimensional (3D) vessel microstructures of hepatic fibrosis in rats and to differentiate different stages of hepatic fibrosis using qualitative descriptions and quantitative measurement of microvessels. Material and Methods Three typical specimens at different stages, i.e., mild, moderate and severe hepatic fibrosis, were imaged using DEI at 15 keV without contrast agents. The correspondence between DEI-CT images and histopathological findings was determined. The 3D visualizations from different stages of hepatic fibrosis were presented using DEI-CT. Additionally, Qualitative descriptions and quantitative evaluation of vessel features, such as vessel trend, vascular distortion deformation, thrombus formation and texture features on the inner wall of the vessel, were performed. Results DEI-CT produced high-resolution images of the vessel microstructures in hepatic fibrosis that corresponded to information on actual structures observed from the histological sections. Combined with the 3D visualization technique, DEI-CT enabled the acquisition of an accurate description of the 3D vessel morphology from different stages of hepatic fibrosis. Qualitative descriptions and quantitative assessment of microvessels demonstrated clear differences between the different stages of hepatic fibrosis. The thrombus inside the vessel of severe liver fibrosis was accurately displayed, and corresponding analysis can provide an exact measurement of vessel stenosis rate. Conclusions DEI-CT may allow morphologic descriptions and quantitative evaluation of vessel microstructures from different stages of hepatic fibrosis and can better characterize the various stages of fibrosis progression using high-resolution 3D vessel morphology.
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Romanelli P, Bravin A. Synchrotron-generated microbeam radiosurgery: a novel experimental approach to modulate brain function. Neurol Res 2013; 33:825-31. [DOI: 10.1179/016164111x13123658647445] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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Nagarajan MB, Coan P, Huber MB, Diemoz PC, Glaser C, Wismuller A. Computer-aided diagnosis in phase contrast imaging X-ray computed tomography for quantitative characterization of ex vivo human patellar cartilage. IEEE Trans Biomed Eng 2013; 60:2896-903. [PMID: 23744660 DOI: 10.1109/tbme.2013.2266325] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Visualization of ex vivo human patellar cartilage matrix through the phase contrast imaging X-ray computed tomography (PCI-CT) has been previously demonstrated. Such studies revealed osteoarthritis-induced changes to chondrocyte organization in the radial zone. This study investigates the application of texture analysis to characterizing such chondrocyte patterns in the presence and absence of osteoarthritic damage. Texture features derived from Minkowski functionals (MF) and gray-level co-occurrence matrices (GLCM) were extracted from 842 regions of interest (ROI) annotated on PCI-CT images of ex vivo human patellar cartilage specimens. These texture features were subsequently used in a machine learning task with support vector regression to classify ROIs as healthy or osteoarthritic; classification performance was evaluated using the area under the receiver operating characteristic curve (AUC). The best classification performance was observed with the MF features perimeter (AUC: 0.94 ±0.08 ) and "Euler characteristic" (AUC: 0.94 ±0.07 ), and GLCM-derived feature "Correlation" (AUC: 0.93 ±0.07). These results suggest that such texture features can provide a detailed characterization of the chondrocyte organization in the cartilage matrix, enabling classification of cartilage as healthy or osteoarthritic with high accuracy.
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Micro-computed tomography (Micro-CT): a novel approach for intraoperative breast cancer specimen imaging. Breast Cancer Res Treat 2013; 139:311-6. [PMID: 23670129 DOI: 10.1007/s10549-013-2554-6] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2013] [Accepted: 04/26/2013] [Indexed: 10/26/2022]
Abstract
Intraoperative radiographic examination of breast specimens is commonly performed to confirm excision of image-detected breast lesions, but it is not reliable for assessing margin status. A more accurate method of intraoperative breast specimen imaging is needed. Micro-CT provides quantitative imaging parameters, image rotation, and virtual "slicing" of intact breast specimens. We explored the use of micro-CT for assessment of a variety of clinical breast specimens. Specimens were evaluated with a table top micro-CT scanner, Skyscan 1173 (Skyscan, Belgium), with a 40-130 kV, 8 W X-ray source. Skyscan software for 3D image analysis (Dataviewer and CTVox) was employed to review 3D graphics of specimens. Scanning for 7 min and another 7 min for image reconstruction provided the desired resolution for breast specimens. Breast lumpectomy specimens, shaved cavity margins, mastectomy specimens, and axillary lymph nodes were imaged by micro-CT. The micro-CT images could be rotated in all directions and cross sections of internal portions of specimens could be visualized from any angle. This provided information about spatial orientation of masses and calcifications relative to margins in intact lumpectomy specimens. Micro-CT is a potentially useful tool for assessment of breast cancer specimens, allowing real-time analysis of tumor location in breast lumpectomy specimens or shaved cavity margins. Micro-CT may also be useful for assessing sentinel lymph nodes and mastectomy specimens.
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Bravin A, Coan P, Suortti P. X-ray phase-contrast imaging: from pre-clinical applications towards clinics. Phys Med Biol 2012; 58:R1-35. [PMID: 23220766 DOI: 10.1088/0031-9155/58/1/r1] [Citation(s) in RCA: 379] [Impact Index Per Article: 31.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Phase-contrast x-ray imaging (PCI) is an innovative method that is sensitive to the refraction of the x-rays in matter. PCI is particularly adapted to visualize weakly absorbing details like those often encountered in biology and medicine. In past years, PCI has become one of the most used imaging methods in laboratory and preclinical studies: its unique characteristics allow high contrast 3D visualization of thick and complex samples even at high spatial resolution. Applications have covered a wide range of pathologies and organs, and are more and more often performed in vivo. Several techniques are now available to exploit and visualize the phase-contrast: propagation- and analyzer-based, crystal and grating interferometry and non-interferometric methods like the coded aperture. In this review, covering the last five years, we will give an overview of the main theoretical and experimental developments and of the important steps performed towards the clinical implementation of PCI.
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Affiliation(s)
- Alberto Bravin
- European Synchrotron Radiation Facility, 6 rue Horowitz, 38043 Grenoble Cedex, France.
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Raupach R, Flohr T. Performance evaluation of x-ray differential phase contrast computed tomography (PCT) with respect to medical imaging. Med Phys 2012; 39:4761-74. [DOI: 10.1118/1.4736529] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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Sztrókay A, Diemoz PC, Schlossbauer T, Brun E, Bamberg F, Mayr D, Reiser MF, Bravin A, Coan P. High-resolution breast tomography at high energy: a feasibility study of phase contrast imaging on a whole breast. Phys Med Biol 2012; 57:2931-42. [PMID: 22516937 DOI: 10.1088/0031-9155/57/10/2931] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Previous studies on phase contrast imaging (PCI) mammography have demonstrated an enhancement of breast morphology and cancerous tissue visualization compared to conventional imaging. We show here the first results of the PCI analyser-based imaging (ABI) in computed tomography (CT) mode on whole and large (>12 cm) tumour-bearing breast tissues. We demonstrate in this work the capability of the technique of working at high x-ray energies and producing high-contrast images of large and complex specimens. One entire breast of an 80-year-old woman with invasive ductal cancer was imaged using ABI-CT with monochromatic 70 keV x-rays and an area detector of 92×92 µm² pixel size. Sagittal slices were reconstructed from the acquired data, and compared to corresponding histological sections. Comparison with conventional absorption-based CT was also performed. Five blinded radiologists quantitatively evaluated the visual aspects of the ABI-CT images with respect to sharpness, soft tissue contrast, tissue boundaries and the discrimination of different structures/tissues. ABI-CT excellently depicted the entire 3D architecture of the breast volume by providing high-resolution and high-contrast images of the normal and cancerous breast tissues. These results are an important step in the evolution of PCI-CT towards its clinical implementation.
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Affiliation(s)
- A Sztrókay
- Institute of Clinical Radiology, Ludwig-Maximilians University, Munich, Germany
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Connor DM, Zhong Z, Foda HD, Wiebe S, Parham CA, Dilmanian FA, Cole EB, Pisano ED. Diffraction enhanced imaging of a rat model of gastric acid aspiration pneumonitis. Acad Radiol 2011; 18:1515-21. [PMID: 21958600 DOI: 10.1016/j.acra.2011.08.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2011] [Revised: 08/09/2011] [Accepted: 08/09/2011] [Indexed: 11/28/2022]
Abstract
RATIONALE AND OBJECTIVES Diffraction-enhanced imaging (DEI) is a type of phase contrast x-ray imaging that has improved image contrast at a lower dose than conventional radiography for many imaging applications, but no studies have been done to determine if DEI might be useful for diagnosing lung injury. The goals of this study were to determine if DEI could differentiate between healthy and injured lungs for a rat model of gastric aspiration and to compare diffraction-enhanced images with chest radiographs. MATERIALS AND METHODS Radiographs and diffraction-enhanced chest images of adult Sprague Dawley rats were obtained before and 4 hours after the aspiration of 0.4 mL/kg of 0.1 mol/L hydrochloric acid. Lung damage was confirmed with histopathology. RESULTS The radiographs and diffraction-enhanced peak images revealed regions of atelectasis in the injured rat lung. The diffraction-enhanced peak images revealed the full extent of the lung with improved clarity relative to the chest radiographs, especially in the portion of the lower lobe that extended behind the diaphragm on the anteroposterior projection. CONCLUSIONS For a rat model of gastric acid aspiration, DEI is capable of distinguishing between a healthy and an injured lung and more clearly than radiography reveals the full extent of the lung and the lung damage.
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Affiliation(s)
- Dean M Connor
- Department of Radiology and Radiological Science, Medical University of South Carolina, Charleston, SC 29425, USA.
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Abstract
During the last 30 years many groups have carried out experiments and trials to develop new imaging and radiotherapy techniques in oncology, based on the use of synchrotron X-rays. There are several synchrotron biomedical stations around the world, which offer an excellent platform to improve either the imaging diagnosis or radiotherapy treatment for different tumour types. In the coming months the first radiotherapy clinical trials will be seen at the Biomedical Beamline at the ESRF synchrotron in Grenoble (France). In this article we highlight the results of some of the techniques and strategies that have been developed at different biomedical synchrotron stations.
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Keyriläinen J, Fernández M, Bravin A, Karjalainen-Lindsberg ML, Leidenius M, von Smitten K, Tenhunen M, Kangasmäki A, Sipilä P, Nemoz C, Virkkunen P, Suortti P. Comparison of in vitro breast cancer visibility in analyser-based computed tomography with histopathology, mammography, computed tomography and magnetic resonance imaging. JOURNAL OF SYNCHROTRON RADIATION 2011; 18:689-696. [PMID: 21862846 DOI: 10.1107/s090904951102810x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2011] [Accepted: 07/13/2011] [Indexed: 05/31/2023]
Abstract
High-resolution analyser-based X-ray imaging computed tomography (HR ABI-CT) findings on in vitro human breast cancer are compared with histopathology, mammography, computed tomography (CT) and magnetic resonance imaging. The HR ABI-CT images provided significantly better low-contrast visibility compared with the standard radiological images. Fine cancer structures indistinguishable and superimposed in mammograms were seen, and could be matched with the histopathological results. The mean glandular dose was less than 1 mGy in mammography and 12-13 mGy in CT and ABI-CT. The excellent visibility of in vitro breast cancer suggests that HR ABI-CT may have a valuable role in the future as an adjunct or even alternative to current breast diagnostics, when radiation dose is further decreased, and compact synchrotron radiation sources become available.
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Affiliation(s)
- Jani Keyriläinen
- Department of Physics, HUCH Cancer Center, Helsinki University Central Hospital, Helsinki, Finland.
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Castelli E, Tonutti M, Arfelli F, Longo R, Quaia E, Rigon L, Sanabor D, Zanconati F, Dreossi D, Abrami A, Quai E, Bregant P, Casarin K, Chenda V, Menk RH, Rokvic T, Vascotto A, Tromba G, Cova MA. Mammography with Synchrotron Radiation: First Clinical Experience with Phase-Detection Technique. Radiology 2011; 259:684-94. [DOI: 10.1148/radiol.11100745] [Citation(s) in RCA: 173] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Chabior M, Donath T, David C, Bunk O, Schuster M, Schroer C, Pfeiffer F. Beam hardening effects in grating-based x-ray phase-contrast imaging. Med Phys 2011; 38:1189-95. [DOI: 10.1118/1.3553408] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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Diemoz PC, Coan P, Zanette I, Bravin A, Lang S, Glaser C, Weitkamp T. A simplified approach for computed tomography with an X-ray grating interferometer. OPTICS EXPRESS 2011; 19:1691-8. [PMID: 21368982 DOI: 10.1364/oe.19.001691] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
We present a simplified acquisition and processing method for X-ray grating interferometry computed tomography (CT). The proposed approach eliminates the need to scan the gratings, thus allowing for a faster CT acquisition compared to methods presently in use. The contrast in the reconstructed images can be expressed as a linear combination of the absorption and refraction within the sample. Experimental images of a test phantom made of known materials and a human bone-cartilage sample prove the correctness of the method and show very good agreement with the theory. The here proposed approach might be highly interesting in many fields where a reduced imaging acquisition time is requested and/or where the radiation dose delivered to the sample has to be kept low, such as, for example, in in-vivo imaging.
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Affiliation(s)
- P C Diemoz
- European Synchrotron Radiation Facility (ESRF), 6 rue Horowitz, 38043 Grenoble, France.
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32
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Coan P, Wagner A, Bravin A, Diemoz PC, Keyriläinen J, Mollenhauer J. In vivo x-ray phase contrast analyzer-based imaging for longitudinal osteoarthritis studies in guinea pigs. Phys Med Biol 2010; 55:7649-62. [PMID: 21113092 DOI: 10.1088/0031-9155/55/24/017] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Over the last two decades phase contrast x-ray imaging techniques have been extensively studied for applications in the biomedical field. Published results demonstrate the high capability of these imaging modalities of improving the image contrast of biological samples with respect to standard absorption-based radiography and routinely used clinical imaging techniques. A clear depiction of the anatomic structures and a more accurate disease diagnosis may be provided by using radiation doses comparable to or lower than those used in current clinical methods. In the literature many works show images of phantoms and excised biological samples proving the high sensitivity of the phase contrast imaging methods for in vitro investigations. In this scenario, the applications of the so-called analyzer-based x-ray imaging (ABI) phase contrast technique are particularly noteworthy. The objective of this work is to demonstrate the feasibility of in vivo x-ray ABI phase contrast imaging for biomedical applications and in particular with respect to joint anatomic depiction and osteoarthritis detection. ABI in planar and tomographic modes was performed in vivo on articular joints of guinea pigs in order to investigate the animals with respect to osteoarthritis by using highly monochromatic x-rays of 52 keV and a low noise detector with a pixel size of 47 × 47 µm(2). Images give strong evidence of the ability of ABI in depicting both anatomic structures in complex systems as living organisms and all known signs of osteoarthritis with high contrast, high spatial resolution and with an acceptable radiation dose. This paper presents the first proof of principle study of in vivo application of ABI. The technical challenges encountered when imaging an animal in vivo are discussed. This experimental study is an important step toward the study of clinical applications of phase contrast x-ray imaging techniques.
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Affiliation(s)
- Paola Coan
- Faculty of Medicine and Institute of Clinical Radiology, Ludwig-Maximilians University, Munich, Germany.
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Chen RC, Longo R, Rigon L, Zanconati F, De Pellegrin A, Arfelli F, Dreossi D, Menk RH, Vallazza E, Xiao TQ, Castelli E. Measurement of the linear attenuation coefficients of breast tissues by synchrotron radiation computed tomography. Phys Med Biol 2010; 55:4993-5005. [DOI: 10.1088/0031-9155/55/17/008] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- R C Chen
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai, People's Republic of China.
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Characterization of Osteoarthritic and Normal Human Patella Cartilage by Computed Tomography X-ray Phase-Contrast Imaging. Invest Radiol 2010; 45:437-44. [DOI: 10.1097/rli.0b013e3181e193bd] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Serduc R, Berruyer G, Brochard T, Renier M, Nemoz C. In vivo pink-beam imaging and fast alignment procedure for rat brain lesion microbeam radiation therapy. JOURNAL OF SYNCHROTRON RADIATION 2010; 17:325-331. [PMID: 20400830 PMCID: PMC3025656 DOI: 10.1107/s0909049510006667] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2009] [Accepted: 02/21/2010] [Indexed: 05/29/2023]
Abstract
A fast 50 microm-accuracy alignment procedure has been developed for the radiosurgery of brain lesions in rats, using microbeam radiation therapy. In vivo imaging was performed using the pink beam (35-60 keV) produced by the ID17 wiggler at the ESRF opened at 120 mm and filtered. A graphical user interface has been developed in order to define the irradiation field size and to position the target with respect to the skull structures observed in X-ray images. The method proposed here allows tremendous time saving by skipping the swap from white beam to monochromatic beam and vice versa. To validate the concept, the somatosensory cortex or thalamus of GAERS rats were irradiated under several ports using this alignment procedure. The magnetic resonance images acquired after contrast agent injection showed that the irradiations were selectively performed in these two expected brain regions. Image-guided microbeam irradiations have therefore been realised for the first time ever, and, thanks to this new development, the ID17 biomedical beamline provides a major tool allowing brain radiosurgery trials on animal patients.
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Affiliation(s)
- Raphaël Serduc
- European Synchrotron Radiation Facility, Grenoble, France.
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Chen GH, Zambelli J, Bevins N, Qi Z, Li K. X-ray phase sensitive imaging methods: basic physical principles and potential medical applications. Curr Med Imaging 2010; 6:90-99. [PMID: 23970846 DOI: 10.2174/157340510791268533] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Phase sensitive imaging theoretically allows for a drastic reduction in x-ray dose while simultaneously achieving comparable or better spatial and contrast resolution compared to traditional x-ray absorption based imaging. Several techniques exist to extract the phase information from an x-ray signal, including x-ray interferometry, diffraction enhanced imaging, in-line holography, coded aperture x-ray imaging, and grating-based interferometry. The physics of each method is reviewed, along with the potential clinical applications.
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Affiliation(s)
- Guang-Hong Chen
- Department of Medical Physics, University of Wisconsin-Madison. Department of Radiology, University of Wisconsin-Madison
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37
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Rack A, Rack T, Stiller M, Riesemeier H, Zabler S, Nelson K. In vitro synchrotron-based radiography of micro-gap formation at the implant-abutment interface of two-piece dental implants. JOURNAL OF SYNCHROTRON RADIATION 2010; 17:289-94. [PMID: 20157285 PMCID: PMC2823585 DOI: 10.1107/s0909049510001834] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2009] [Accepted: 01/14/2010] [Indexed: 05/26/2023]
Abstract
Micro-gap formation at the implant-abutment interface of two-piece dental implants was investigated in vitro using high-resolution radiography in combination with hard X-ray synchrotron radiation. Images were taken with the specimen under different mechanical loads of up to 100 N. The aim of this investigation was to prove the existence of micro-gaps for implants with conical connections as well as to study the mechanical behavior of the mating zone of conical implants during loading. Synchrotron-based radiography in comparison with classical laboratory radiography yields high spatial resolution in combination with high contrast even when exploiting micro-sized features in highly attenuating objects. The first illustration of a micro-gap which was previously indistinguishable by laboratory methods underlines that the complex micro-mechanical behavior of implants requires further in vitro investigations where synchrotron-based micro-imaging is one of the prerequisites.
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Affiliation(s)
- A Rack
- European Synchrotron Radiation Facility, Grenoble, France.
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Arfelli F, Rigon L, Menk RH. Microbubbles as x-ray scattering contrast agents using analyzer-based imaging. Phys Med Biol 2010; 55:1643-58. [DOI: 10.1088/0031-9155/55/6/008] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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39
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Oliva P, Golosio B, Stumbo S, Bravin A, Tomassini P. Compact x-ray sources for mammographic applications: Monte Carlo simulations of image quality. Med Phys 2010; 36:5149-61. [PMID: 19994525 DOI: 10.1118/1.3245876] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Thomson scattering x-ray sources can provide spectral distributions that are ideally suited for mammography with sufficient fluence rates. In this article, the authors investigate the effects of different spectral distributions on the image quality in simulated images of a breast mammographic phantom containing details of different compositions and thicknesses. They simulated monochromatic, quasimonochromatic, and polychromatic x-ray sources in order to define the energy for maximum figure of merit (signal-difference-to-noise ratio squared/mean glandular dose), the effect of an energy spread, and the effect of the presence of higher-order harmonics. The advantages of these sources with respect to conventional polychromatic sources as a function of phantom and detail thickness were also investigated. The results show that the energy for the figure of merit peak is between 16 and 27.4 keV, depending on the phantom thickness and detail composition and thickness. An energy spread of about 1 keV standard deviation, easily achievable with compact x-ray sources, does not appreciably affect the image quality.
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Affiliation(s)
- P Oliva
- Struttura Dipartimentale di Matematica e Fisica dell'Università degli Studi di Sassari and Sezione INFN, Cagliari 07100, Italy.
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40
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Hussain A, Gordon-Dixon A, Almusawy H, Sinha P, Desai A. The incidence and outcome of incidental breast lesions detected by computed tomography. Ann R Coll Surg Engl 2009; 92:124-6. [PMID: 19995489 DOI: 10.1308/003588410x12518836439083] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
INTRODUCTION In the UK, the majority of breast cancers are diagnosed through symptomatic breast clinics and the breast screening programmes. With increased use of computed tomography (CT) to assess various pathologies, breast lesions are picked up incidentally. The aim of this study was to investigate the incidence and outcomes of breast lesions detected incidentally on CT scans. PATIENTS AND METHODS A retrospective study was conducted to assess the incidence and outcome of incidentally found breast lesions, which were detected on chest CT scans that were conducted for other pathologies during the period from February 2007 to October 2008. RESULTS A total of 432 chest CT scans were performed over 18 months. Thirty-three (7.63%) patients were found to have an incidental breast lesion. The mean age was 73 years (range, 50-86 years). Of these, 17 (52%) were benign, eight (24%) were primary breast cancer and the remaining eight (24%) had no definite pathology. The detection rate of breast cancer was 1.85%. CONCLUSIONS CT is emerging as an important contributor to the detection of occult breast lesions. Radiological awareness of incidental breast lesions is important so that appropriate referral to a specialised breast unit is made.
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Affiliation(s)
- A Hussain
- Breast Unit, Department of General Surgery, Princess Royal University Hospital, Farnborough Common, Kent, UK.
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41
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Connor DM, Hallen HD, Lalush DS, Sumner DR, Zhong Z. Comparison of diffraction-enhanced computed tomography and monochromatic synchrotron radiation computed tomography of human trabecular bone. Phys Med Biol 2009; 54:6123-33. [PMID: 19779219 DOI: 10.1088/0031-9155/54/20/006] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Diffraction-enhanced imaging (DEI) is an x-ray-based medical imaging modality that, when used in tomography mode (DECT), can generate a three-dimensional map of both the apparent absorption coefficient and the out-of-plane gradient of the index of refraction of the sample. DECT is known to have contrast gains over monochromatic synchrotron radiation CT (SRCT) for soft tissue structures. The goal of this experiment was to compare contrast-to-noise ratio (CNR) and resolution in images of human trabecular bone acquired using SRCT with images acquired using DECT. All images were acquired at the National Synchrotron Light Source (Upton, NY, USA) at beamline X15 A at an x-ray energy of 40 keV and the silicon [3 3 3] reflection. SRCT, apparent absorption DECT and refraction DECT slice images of the trabecular bone were created. The apparent absorption DECT images have significantly higher spatial resolution and CNR than the corresponding SRCT images. Thus, DECT will prove to be a useful tool for imaging applications in which high contrast and high spatial resolution are required for both soft tissue features and bone.
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Affiliation(s)
- D M Connor
- Department of Biomedical Engineering, Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, 4030 Bondurant Hall, CB 7000, Chapel Hill, NC 27599, USA.
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Li J, Zhong Z, Connor D, Mollenhauer J, Muehleman C. Phase-sensitive X-ray imaging of synovial joints. Osteoarthritis Cartilage 2009; 17:1193-6. [PMID: 19328880 PMCID: PMC2730993 DOI: 10.1016/j.joca.2009.03.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2008] [Revised: 02/02/2009] [Accepted: 03/06/2009] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To test the efficacy of phase-sensitive X-ray imaging for intact synovial joints, whereby refraction effects, along with the attenuation of conventional radiography, can be exploited. DESIGN Intact cadaveric human knee joints were imaged, in the computed tomographic mode, using an analyzer-based X-ray system at the National Synchrotron Light Source, Brookhaven National Laboratory. A collimated fan beam of 51 keV X-rays was prepared by a silicon [1,1,1 reflection] double-crystal monochromator. The X-ray beam transmitted through the specimen was imaged after diffraction in the vertical plane by means of the analyzer crystal with the analyzer crystal tuned to its half-reflectivity point (6.5 microrad). A two-dimensional filtered backprojection (FBP) algorithm was used for reconstructing transverse slices of images. RESULTS The resulting images demonstrate simultaneous soft tissue and bone contrast at a level that has not been achieved previously. Identifiable structures include articular cartilage, cruciate ligaments, loose connective tissue, menisci, and chondrocalcinosis. CONCLUSION Phase-sensitive X-ray imaging using an analyzer-based system renders exceptionally high quality images of soft and hard tissues within synovial joints, with high contrast and resolution, and thus holds promise for the eventual clinical utility.
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Affiliation(s)
- Jun Li
- Department of Biochemistry, Rush University Medical Center, Chicago, IL
| | - Zhong Zhong
- National Synchrotron Light Source, Brookhaven National Laboratory, Upton, NY
| | - Dean Connor
- National Synchrotron Light Source, Brookhaven National Laboratory, Upton, NY
| | - Jorgen Mollenhauer
- Natural Science and Medicine Institute at Tübingen University, Reutlingen, Germany
| | - Carol Muehleman
- Department of Biochemistry, Rush University Medical Center, Chicago, IL,Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL,Correspondence should be addressed to CM ()
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Schültke E, Fiedler S, Nemoz C, Ogieglo L, Kelly ME, Crawford P, Esteve F, Brochard T, Renier M, Requardt H, Le Duc G, Juurlink B, Meguro K. Synchrotron-based intra-venous K-edge digital subtraction angiography in a pig model: a feasibility study. Eur J Radiol 2009; 73:677-81. [PMID: 19233584 DOI: 10.1016/j.ejrad.2009.01.019] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2008] [Revised: 01/08/2009] [Accepted: 01/15/2009] [Indexed: 10/21/2022]
Abstract
BACKGROUND K-edge digital subtraction angiography (KEDSA) combined with the tunability of synchrotron beam yields an imaging technique that is highly sensitive to low concentrations of contrast agents. Thus, contrast agent can be administered intravenously, obviating the need for insertion of a guided catheter to deliver a bolus of contrast agent close to the target tissue. With the high-resolution detectors used at synchrotron facilities, images can be acquired at high spatial resolution. Thus, the KEDSA appears particularly suited for studies of neurovascular pathology in animal models, where the vascular diameters are significantly smaller than in human patients. MATERIALS AND METHODS This feasibility study was designed to test the suitability of KEDSA after intravenous injection of iodine-based contrast agent for use in a pig model. Four adult male pigs were used for our experiments. Neurovascular angiographic images were acquired using KEDSA with a solid state Germanium (Ge) detector at the European Synchrotron Radiation Facility (ESRF) in Grenoble, France. RESULTS After intravenous injection of 0.9 ml/kg iodinated contrast agent (Xenetix), the peak iodine concentrations in the internal carotid and middle cerebral arteries reached 35 mg/ml. KEDSA images in radiography mode allowed the visualization of intracranial arteries of less than 1.5mm diameter.
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Affiliation(s)
- Elisabeth Schültke
- Department of Surgery, University of Saskatchewan, Saskatoon, SK, Canada.
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