110 results on '"Fedon, C."'
Search Results
2. Report on G4‐Med, a Geant4 benchmarking system for medical physics applications developed by the Geant4 Medical Simulation Benchmarking Group
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Arce, P, Bolst, D, Bordage, M‐C, Brown, JMC, Cirrone, P, Cortés‐Giraldo, MA, Cutajar, D, Cuttone, G, Desorgher, L, Dondero, P, Dotti, A, Faddegon, B, Fedon, C, Guatelli, S, Incerti, S, Ivanchenko, V, Konstantinov, D, Kyriakou, I, Latyshev, G, Le, A, Mancini‐Terracciano, C, Maire, M, Mantero, A, Novak, M, Omachi, C, Pandola, L, Perales, A, Perrot, Y, Petringa, G, Quesada, JM, Ramos‐Méndez, J, Romano, F, Rosenfeld, AB, Sarmiento, LG, Sakata, D, Sasaki, T, Sechopoulos, I, Simpson, EC, Toshito, T, and Wright, DH
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Benchmarking ,Computer Simulation ,Monte Carlo Method ,Physics ,Radiometry ,benchmarking ,Geant4 ,medical physics ,Monte Carlo ,Other Physical Sciences ,Biomedical Engineering ,Oncology and Carcinogenesis ,Nuclear Medicine & Medical Imaging - Abstract
BackgroundGeant4 is a Monte Carlo code extensively used in medical physics for a wide range of applications, such as dosimetry, micro- and nanodosimetry, imaging, radiation protection, and nuclear medicine. Geant4 is continuously evolving, so it is crucial to have a system that benchmarks this Monte Carlo code for medical physics against reference data and to perform regression testing.AimsTo respond to these needs, we developed G4-Med, a benchmarking and regression testing system of Geant4 for medical physics.Materials and methodsG4-Med currently includes 18 tests. They range from the benchmarking of fundamental physics quantities to the testing of Monte Carlo simulation setups typical of medical physics applications. Both electromagnetic and hadronic physics processes and models within the prebuilt Geant4 physics lists are tested. The tests included in G4-Med are executed on the CERN computing infrastructure via the use of the geant-val web application, developed at CERN for Geant4 testing. The physical observables can be compared to reference data for benchmarking and to results of previous Geant4 versions for regression testing purposes.ResultsThis paper describes the tests included in G4-Med and shows the results derived from the benchmarking of Geant4 10.5 against reference data.DiscussionOur results indicate that the Geant4 electromagnetic physics constructor G4EmStandardPhysics_option4 gives a good agreement with the reference data for all the tests. The QGSP_BIC_HP physics list provided an overall adequate description of the physics involved in hadron therapy, including proton and carbon ion therapy. New tests should be included in the next stage of the project to extend the benchmarking to other physical quantities and application scenarios of interest for medical physics.ConclusionThe results presented and discussed in this paper will aid users in tailoring physics lists to their particular application.
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- 2021
3. The Use of Variance Reduction Techniques for Photon Dose Estimation in the Design of Radiotherapy Facilities at 10 and 15 MeV via Monte Carlo Simulations.
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Fedon, C., Kollaard, R. P., and Metz, A.
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AbstractIn the context of designing radiotherapy facilities, typical dose estimation methods involve analytical approaches, as outlined in International Atomic Energy Agency (IAEA) Safety Reports Series No. 47 (IAEA 47). These methods are known for their ease of use and rapid calculations, but they could lead to either overestimation or underestimation of radiation doses. Hence, the integration of Monte Carlo (MC) methods is considered valuable. In this particular study, a radiotherapy facility was modeled using MCNP version 6.2, and dose calculations were conducted using analytical techniques following both IAEA 47 guidelines and MC simulations. The study focused on monoenergetic photon cone beams with energies of 10 and 15 MeV. Notably, the beam’s orientation prevented primary radiation from reaching the dose location at the entrance of the maze, allowing only scatter radiation to contribute to the tally. Given the challenges associated with obtaining reliable and accurate results through standard MCNP calculations, the investigation focused on the use of weight windows as a variance reduction technique. The findings revealed that the IAEA method tends to provide conservative results only when the same conditions were replicated in the MC simulations. In fact, approximately 50% of the final dose estimated through MC methods accounted for factors that were not considered in the analytical calculations. The primary contributor to scattering (averaging around 30%) was identified as the floor and ceiling. This study underscores the need for caution when relying solely on the analytical approach, as it may not consistently yield conservative outcomes. [ABSTRACT FROM AUTHOR]
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- 2024
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4. Imaging performance of phase-contrast breast computed tomography with synchrotron radiation and a CdTe photon-counting detector
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Sarno, A., Mettivier, G., Golosio, B., Oliva, P., Spandre, G., Di Lillo, F., Fedon, C., Longo, R., and Russo, P.
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- 2016
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5. Patient-derived heterogeneous breast phantoms for advanced dosimetry in mammography and tomosynthesis
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Caballo, M., Rabin, C., Fedon, C., Rodriguez Ruiz, A., Diaz, O., Boone, J.M., Dance, D.R., Sechopoulos, I., TechMed Centre, and Multi-Modality Medical Imaging
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Phantoms, Imaging ,UT-Hybrid-D ,digital breast tomosynthesis ,Breast Neoplasms ,General Medicine ,Women's cancers Radboud Institute for Health Sciences [Radboudumc 17] ,breast dosimetry ,digital phantoms ,Humans ,Female ,Breast ,breast density ,Radiometry ,Tomography, X-Ray Computed ,Mammography - Abstract
Contains fulltext : 283302.pdf (Publisher’s version ) (Open Access) BACKGROUND: Understanding the magnitude and variability of the radiation dose absorbed by the breast fibroglandular tissue during mammography and digital breast tomosynthesis (DBT) is of paramount importance to assess risks versus benefits. Although homogeneous breast models have been proposed and used for decades for this purpose, they do not accurately reflect the actual heterogeneous distribution of the fibroglandular tissue in the breast, leading to biases in the estimation of dose from these modalities. PURPOSE: To develop and validate a method to generate patient-derived, heterogeneous digital breast phantoms for breast dosimetry in mammography and DBT. METHODS: The proposed phantoms were developed starting from patient-based models of compressed breasts, generated for multiple thicknesses and representing the two standard views acquired in mammography and DBT, that is, cranio-caudal (CC) and medio-lateral-oblique (MLO). Internally, the breast phantoms were defined as consisting of an adipose/fibroglandular tissue mixture, with a nonspatially uniform relative concentration. The parenchyma distributions were obtained from a previously described model based on patient breast computed tomography data that underwent simulated compression. Following these distributions, phantoms with any glandular fraction (1%-100%) and breast thickness (12-125 mm) can be generated, for both views. The phantoms were validated, in terms of their accuracy for average normalized glandular dose (Dg N) estimation across samples of patient breasts, using 88 patient-specific phantoms involving actual patient distribution of the fibroglandular tissue in the breast, and compared to that obtained using a homogeneous model similar to those currently used for breast dosimetry. RESULTS: The average Dg N estimated for the proposed phantoms was concordant with that absorbed by the patient-specific phantoms to within 5% (CC) and 4% (MLO). These Dg N estimates were over 30% lower than those estimated with the homogeneous models, which overestimated the average Dg N by 43% (CC), and 32% (MLO) compared to the patient-specific phantoms. CONCLUSIONS: The developed phantoms can be used for dosimetry simulations to improve the accuracy of dose estimates in mammography and DBT.
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- 2022
6. Towards 4D dedicated breast CT perfusion imaging of cancer: computer simulations of the image generation process
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Caballo, M., primary, Michielsen, K., additional, Fedon, C., additional, and Sechopoulos, I., additional
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- 2021
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7. Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation
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Teuwen, J.J.B., Moriakov, N.V., Fedon, C., Caballo, Marco, Reiser, Ingrid, Bakic, Pedrag, Michielsen, Koen, Sechopoulos, I., Teuwen, J.J.B., Moriakov, N.V., Fedon, C., Caballo, Marco, Reiser, Ingrid, Bakic, Pedrag, Michielsen, Koen, and Sechopoulos, I.
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Item does not contain fulltext
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- 2021
8. Fibroglandular tissue distribution in the breast during mammography and tomosynthesis based on breast CT data: A patient-based characterization of the breast parenchyma
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Fedon, C., Caballo, M., Garcia, E., Diaz, O., Boone, J.M., Dance, D.R., Sechopoulos, I., Fedon, C., Caballo, M., Garcia, E., Diaz, O., Boone, J.M., Dance, D.R., and Sechopoulos, I.
- Abstract
Contains fulltext : 232900.pdf (Publisher’s version ) (Open Access), PURPOSE: To develop a patient-based breast density model by characterizing the fibroglandular tissue distribution in patient breasts during compression for mammography and digital breast tomosynthesis (DBT) imaging. METHODS: In this prospective study, 88 breast images were acquired using a dedicated breast computed tomography (CT) system. The breasts in the images were classified into their three main tissue components and mechanically compressed to mimic the positioning for mammographic acquisition of the craniocaudal (CC) and mediolateral oblique (MLO) views. The resulting fibroglandular tissue distribution during these compressions was characterized by dividing the compressed breast volume into small regions, for which the median and the 25th and 75th percentile values of local fibroglandular density were obtained in the axial, coronal, and sagittal directions. The best fitting function, based on the likelihood method, for the median distribution was obtained in each direction. RESULTS: The fibroglandular tissue tends to concentrate toward the caudal (about 15% below the midline of the breast) and anterior regions of the breast, in both the CC- and MLO-view compressions. A symmetrical distribution was found in the MLO direction in the case of the CC-view compression, while a shift of about 12% toward the lateral direction was found in the MLO-view case. CONCLUSIONS: The location of the fibroglandular tissue in the breast under compression during mammography and DBT image acquisition is a major factor for determining the actual glandular dose imparted during these examinations. A more realistic model of the parenchyma in the compressed breast, based on patient image data, was developed. This improved model more accurately reflects the fibroglandular tissue spatial distribution that can be found in patient breasts, and therefore might aid in future studies involving radiation dose and/or cancer development risk estimation.
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- 2021
9. Report on G4-Med, a Geant4 benchmarking system for medical physics applications developed by the Geant4 Medical Simulation Benchmarking Group
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Arce, P., Bolst, D., Bordage, M.C., Brown, J.M., Cirrone, P., Cortes-Giraldo, M.A., Cutajar, D., Cuttone, G., Desorgher, L., Dondero, P., Dotti, A., Faddegon, B., Fedon, C., Guatelli, S., Incerti, S., Ivanchenko, V., Konstantinov, D., Kyriakou, I., Latyshev, G., Le, A., Mancini-Terracciano, C., Maire, M., Mantero, A., Novak, M., Omachi, C., Pandola, L., Perales, A., Perrot, Y., Petringa, G., Quesada, J.M., Ramos-Mendez, J., Romano, F., Rosenfeld, A.B., Sarmiento, L.G., Sakata, D., Sasaki, T., Sechopoulos, I., Simpson, E.C., Toshito, T., Wright, D.H., Arce, P., Bolst, D., Bordage, M.C., Brown, J.M., Cirrone, P., Cortes-Giraldo, M.A., Cutajar, D., Cuttone, G., Desorgher, L., Dondero, P., Dotti, A., Faddegon, B., Fedon, C., Guatelli, S., Incerti, S., Ivanchenko, V., Konstantinov, D., Kyriakou, I., Latyshev, G., Le, A., Mancini-Terracciano, C., Maire, M., Mantero, A., Novak, M., Omachi, C., Pandola, L., Perales, A., Perrot, Y., Petringa, G., Quesada, J.M., Ramos-Mendez, J., Romano, F., Rosenfeld, A.B., Sarmiento, L.G., Sakata, D., Sasaki, T., Sechopoulos, I., Simpson, E.C., Toshito, T., and Wright, D.H.
- Abstract
Item does not contain fulltext, BACKGROUND: Geant4 is a Monte Carlo code extensively used in medical physics for a wide range of applications, such as dosimetry, micro- and nanodosimetry, imaging, radiation protection, and nuclear medicine. Geant4 is continuously evolving, so it is crucial to have a system that benchmarks this Monte Carlo code for medical physics against reference data and to perform regression testing. AIMS: To respond to these needs, we developed G4-Med, a benchmarking and regression testing system of Geant4 for medical physics. MATERIALS AND METHODS: G4-Med currently includes 18 tests. They range from the benchmarking of fundamental physics quantities to the testing of Monte Carlo simulation setups typical of medical physics applications. Both electromagnetic and hadronic physics processes and models within the prebuilt Geant4 physics lists are tested. The tests included in G4-Med are executed on the CERN computing infrastructure via the use of the geant-val web application, developed at CERN for Geant4 testing. The physical observables can be compared to reference data for benchmarking and to results of previous Geant4 versions for regression testing purposes. RESULTS: This paper describes the tests included in G4-Med and shows the results derived from the benchmarking of Geant4 10.5 against reference data. DISCUSSION: Our results indicate that the Geant4 electromagnetic physics constructor G4EmStandardPhysics_option4 gives a good agreement with the reference data for all the tests. The QGSP_BIC_HP physics list provided an overall adequate description of the physics involved in hadron therapy, including proton and carbon ion therapy. New tests should be included in the next stage of the project to extend the benchmarking to other physical quantities and application scenarios of interest for medical physics. CONCLUSION: The results presented and discussed in this paper will aid users in tailoring physics lists to their particular application.
- Published
- 2021
10. Report on G4‐Med, a Geant4 benchmarking system for medical physics applications developed by the Geant4 Medical Simulation Benchmarking Group
- Author
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Arce, P., primary, Bolst, D., additional, Bordage, M.‐C., additional, Brown, J. M. C., additional, Cirrone, P., additional, Cortés‐Giraldo, M. A., additional, Cutajar, D., additional, Cuttone, G., additional, Desorgher, L., additional, Dondero, P., additional, Dotti, A., additional, Faddegon, B., additional, Fedon, C., additional, Guatelli, S., additional, Incerti, S., additional, Ivanchenko, V., additional, Konstantinov, D., additional, Kyriakou, I., additional, Latyshev, G., additional, Le, A., additional, Mancini‐Terracciano, C., additional, Maire, M., additional, Mantero, A., additional, Novak, M., additional, Omachi, C., additional, Pandola, L., additional, Perales, A., additional, Perrot, Y., additional, Petringa, G., additional, Quesada, J. M., additional, Ramos‐Méndez, J., additional, Romano, F., additional, Rosenfeld, A. B., additional, Sarmiento, L. G., additional, Sakata, D., additional, Sasaki, T., additional, Sechopoulos, I., additional, Simpson, E. C., additional, Toshito, T., additional, and Wright, D. H., additional
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- 2020
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11. Validation of a breast density quantization software with 3D printed breast phantoms
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Zhao, Wei, Yu, Lifeng, Solís, N., Fedon, C., Hill, M. L., and Sechopoulos, I.
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- 2022
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12. Monte Carlo study on optimal breast voxel resolution for dosimetry estimates in digital breast tomosynthesis
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Fedon, C., Rabin, Carolina, Caballo, M., Diaz, Oliver, Garcia, Eloy, Rodriguez-Ruiz, A., Gonzalez-Sprinberg, Gabriel A., Sechopoulos, I., Fedon, C., Rabin, Carolina, Caballo, M., Diaz, Oliver, Garcia, Eloy, Rodriguez-Ruiz, A., Gonzalez-Sprinberg, Gabriel A., and Sechopoulos, I.
- Abstract
Contains fulltext : 201169.pdf (publisher's version ) (Closed access)
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- 2019
13. Image quality comparison between a phase-contrast synchrotron radiation breast CT and a clinical breast CT: a phantom based study
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Brombal, Luca, Arfelli, Fulvia, Delogu, Pasquale, Donato, Sandro, Mettivier, G., Michielsen, K.J.M., Sechopoulos, I., Longo, Renata, Fedon, C., Brombal, Luca, Arfelli, Fulvia, Delogu, Pasquale, Donato, Sandro, Mettivier, G., Michielsen, K.J.M., Sechopoulos, I., Longo, Renata, and Fedon, C.
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Contains fulltext : 213602.pdf (publisher's version ) (Open Access)
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- 2019
14. Advancements towards the implementation of clinical phase-contrast breast computed tomography at Elettra
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Longo, R., Arfelli, F., Bonazza, D., Bottigli, U., Brombal, L., Cova, M.A., Delogu, P., Lillo, F. Di, Trapani, V., Donato, S. di, Dreossi, D., Fanti, V., Fedon, C., Golosio, B., Mettivier, G., Oliva, P., Pacile, S., Sarno, A., Rigon, L., Russo, P., Taibi, A., Tonutti, M., Zanconati, F., Tromba, G., Longo, R., Arfelli, F., Bonazza, D., Bottigli, U., Brombal, L., Cova, M.A., Delogu, P., Lillo, F. Di, Trapani, V., Donato, S. di, Dreossi, D., Fanti, V., Fedon, C., Golosio, B., Mettivier, G., Oliva, P., Pacile, S., Sarno, A., Rigon, L., Russo, P., Taibi, A., Tonutti, M., Zanconati, F., and Tromba, G.
- Abstract
Item does not contain fulltext, 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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- 2019
15. Towards 4D dedicated breast CT perfusion imaging of cancer: development and validation of computer simulated images
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Caballo, M., Michielsen, K.J.M., Fedon, C., Sechopoulos, I., Caballo, M., Michielsen, K.J.M., Fedon, C., and Sechopoulos, I.
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Item does not contain fulltext, 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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- 2019
16. OL100 - Towards 4D dedicated breast CT perfusion imaging of cancer: computer simulations of the image generation process
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Caballo, M., Michielsen, K., Fedon, C., and Sechopoulos, I.
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- 2021
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17. Erratum: Glandular dose in breast computed tomography with synchrotron radiation (Physics in Medicine and Biology (2016) 61 (2970-2971))
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Mettivier, G., Fedon, C., Di Lillo, F., Longo, R., Sarno, A., Tromba, G., Russo, P., Mettivier, G., Fedon, C., Di Lillo, F., Longo, R., Sarno, A., Tromba, G., and Russo, P.
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errata corrige - Abstract
errata corrige
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- 2016
18. 153 Dose monitoring in synchrotron radiation breast computed tomography with radiochromic films
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Masi, M., primary, Di Lillo, F., additional, Mettivier, G., additional, Sarno, A., additional, Arfelli, F., additional, Brombal, L., additional, Donato, S., additional, Fedon, C., additional, Rigon, L., additional, and Russo, P., additional
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- 2018
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19. Internal breast dosimetry in mammography: Monte Carlo validation in homogeneous and anthropomorphic breast phantoms with a clinical mammography system
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Fedon, C., Caballo, M., Sechopoulos, I., Fedon, C., Caballo, M., and Sechopoulos, I.
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Contains fulltext : 194878.pdf (Publisher’s version ) (Open Access)
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- 2018
20. Dose and diagnostic performance comparison between phase-contrast mammography with synchrotron radiation and digital mammography: a clinical study report
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Fedon, C., Rigon, L., Arfelli, F., Dreossi, D., Quai, E., Tonutti, M., Tromba, G., Cova, M.A., Longo, R., Fedon, C., Rigon, L., Arfelli, F., Dreossi, D., Quai, E., Tonutti, M., Tromba, G., Cova, M.A., and Longo, R.
- Abstract
Item does not contain fulltext, Two dosimetric quantities [mean glandular dose (MGD) and entrance surface air kerma (ESAK)] and the diagnostic performance of phase-contrast mammography with synchrotron radiation (MSR) are compared to conventional digital mammography (DM). Seventy-one patients (age range, 41 to 82 years) underwent MSR after a DM examination if questionable or suspicious breast abnormalities were not clarified by ultrasonography. The MGD and the ESAK delivered in both examinations were evaluated and compared. Two on-site radiologists rated the images in consensus according to the Breast Imaging Reporting and Data System assessment categories, which were then correlated with the final diagnoses by means of statistical generalized linear models (GLMs). Receiver operating characteristic curves were also used to assess the diagnostic performance by comparing the area under the curve (AUC). An important MGD and ESAK reduction was observed in MSR due to the monoenergetic beam. In particular, an average 43% reduction was observed for the MGD and a reduction of more than 50% for the ESAK. GLM showed higher diagnostic accuracy, especially in terms of specificity, for MSR, confirmed by AUC analysis ([Formula: see text]). The study design implied that the population was characterized by a high prevalence of disease and that the radiologists, who read the DM images before referring the patient to MSR, could have been influenced in their assessments. Within these limitations, the use of synchrotron radiation with the phase-contrast technique applied to mammography showed an important dose reduction and a higher diagnostic accuracy compared with DM. These results could further encourage research on the translation of x-ray phase-contrast imaging into the clinics.
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- 2018
21. Development of 3D patient-based super-resolution digital breast phantoms using machine learning
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Caballo, M., Fedon, C., Brombal, Luca, Mann, R.M., Longo, Renata, Sechopoulos, I., Caballo, M., Fedon, C., Brombal, Luca, Mann, R.M., Longo, Renata, and Sechopoulos, I.
- Abstract
Item does not contain fulltext
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- 2018
22. Internal breast dosimetry in mammography: Experimental methods and Monte Carlo validation with a monoenergetic x-ray beam
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Fedon, C., Caballo, M., Longo, R., Trianni, A., Sechopoulos, I., Fedon, C., Caballo, M., Longo, R., Trianni, A., and Sechopoulos, I.
- Abstract
Contains fulltext : 191321.pdf (Publisher’s version ) (Open Access), PURPOSE: To investigate the performance, such as energy dependence and sensitivity, of thermoluminescent dosimeters (TLD), metal oxide semiconductor field-effect transistor dosimeters (MOSFET), and GafChromic films, and to validate the estimates of local dose deposition of a Monte Carlo (MC) simulation for breast dosimetry applications. METHODS: Experimental measurements were performed using a monoenergetic beam at the ELETTRA synchrotron radiation light source (Trieste, Italy). The three types of dosimeters were irradiated in a plane transversal to the beam axis and calibrated in terms of air kerma. The sensitivity of MOSFET dosimeters and GafChromic films was evaluated in the range of 18-28 keV. Three different calibration curves for the GafChromic films were tested (logarithmic, rational, and exponential functions) to evaluate the best-fit curve in the dose range of 1-20 mGy. Internal phantom dose measurements were performed at 20 keV for four different depths (range 0-3 cm, with 1 cm steps) using a homogeneous 50% glandular breast phantom. A GEANT4 MC simulation was modified to match the experimental setup. Thirty sensitive volumes, on the axial-phantom plane were included at each depth in the simulation to characterize the internal dose variation and compare it to the experimental TLD and MOSFET measurements. Experimental 2D dose maps were obtained with the GafChromic films and compared to the simulated 2D dose distributions estimated with the MC simulations. RESULTS: The sensitivity of the MOSFET dosimeters and GafChromic films increased with x-ray energy, by up to 37% and 48%, respectively. Dose-response curves for the GafChromic film result in an uncertainty lower than 5% above 6 mGy, when a logarithmic relationship is used in the dose range of 1-10 mGy. All experimental values fall within the experimental uncertainty and a good agreement (within 5%) is found against the MC simulation. The dose decreased with increasing phantom depth, with the reduction bein
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- 2018
23. A Framework for Iterative Reconstruction in Phase-Contrast Computed Tomography Dedicated to the Breast
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Sarno, A., primary, Golosio, B., additional, Russo, P., additional, Arfelli, F., additional, Bellazzini, R., additional, Brez, A., additional, Brun, F., additional, Delogu, P., additional, Di Lillo, F., additional, Dreossi, D., additional, Fedon, C., additional, Longo, R., additional, Mettivier, G., additional, Oliva, P., additional, Rigon, L., additional, Spandre, G., additional, and Tromba, G., additional
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- 2017
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24. Monte Carlo dose evaluation of different fibroglandular tissue distribution in breast imaging
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Bosmans, Hilde, Marshall, Nicholas, Van Ongeval, Chantal, Arana Peña, L. M., Fedon, C., García, E., Diaz, O., Longo, R., Dance, D. R., and Sechopoulos, I.
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- 2020
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25. Imaging study of a phase-sensitive breast-CT system in continuous acquisition mode
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Delogu, P., primary, Golosio, B., additional, Fedon, C., additional, Arfelli, F., additional, Bellazzini, R., additional, Brez, A., additional, Brun, F., additional, Lillo, F. Di, additional, Dreossi, D., additional, Mettivier, G., additional, Minuti, M., additional, Oliva, P., additional, Pichera, M., additional, Rigon, L., additional, Russo, P., additional, Sarno, A., additional, Spandre, G., additional, Tromba, G., additional, and Longo, R., additional
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- 2017
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26. A framework for iterative reconstruction in phase-contrast computed tomography dedicated to the breast
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Sarno, A., primary, Golosio, B., additional, Russo, P., additional, Arfelli, F., additional, Bellazzini, R., additional, Brez, A., additional, Brun, F., additional, Delogu, P., additional, Di Lillo, F., additional, Dreossi, D., additional, Fedon, C., additional, Longo, R., additional, Mettivier, G., additional, Oliva, P., additional, Rigon, L., additional, Spandre, G., additional, and Tromba, G., additional
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- 2016
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27. Phase-sensitive breast CT with monochromatic beam towards the clinical trial
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Longo, R., primary, Arfelli, F., additional, Bellazzini, R., additional, Brez, A., additional, Brun, F., additional, Cova, M.A., additional, Delogu, P., additional, Di Lillo, F., additional, Dreossi, D., additional, Fedon, C., additional, Golosio, B., additional, Mettivier, G., additional, Minuti, M., additional, Oliva, P., additional, Pichera, M., additional, Rigon, L., additional, Russo, P., additional, Sarno, A., additional, Spandre, G., additional, Tonutti, M., additional, Tromba, G., additional, and Zanconati, F., additional
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- 2016
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28. Erratum of: ‘Glandular dose in breast computed tomography with synchrotron radiation’
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Mettivier, G, primary, Fedon, C, additional, Di Lillo, F, additional, Longo, R, additional, Sarno, A, additional, Tromba, G, additional, and Russo, P, additional
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- 2016
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29. Towards breast tomography with synchrotron radiation at Elettra: first images
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Longo, R, primary, Arfelli, F, additional, Bellazzini, R, additional, Bottigli, U, additional, Brez, A, additional, Brun, F, additional, Brunetti, A, additional, Delogu, P, additional, Di Lillo, F, additional, Dreossi, D, additional, Fanti, V, additional, Fedon, C, additional, Golosio, B, additional, Lanconelli, N, additional, Mettivier, G, additional, Minuti, M, additional, Oliva, P, additional, Pinchera, M, additional, Rigon, L, additional, Russo, P, additional, Sarno, A, additional, Spandre, G, additional, Tromba, G, additional, and Zanconati, F, additional
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- 2016
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30. Glandular dose in breast computed tomography with synchrotron radiation
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Mettivier, G, primary, Fedon, C, additional, Di Lillo, F, additional, Longo, R, additional, Sarno, A, additional, Tromba, G, additional, and Russo, P, additional
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- 2015
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31. GEANT4 for breast dosimetry: parameters optimization study
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Fedon, C, primary, Longo, F, additional, Mettivier, G, additional, and Longo, R, additional
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- 2015
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32. Digital mammography with synchrotron radiation: characterization of a novel computed radiography system
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Trivellato, S, primary, Vandenbroucke, D, additional, Arfelli, F, additional, Bessem, M, additional, Fedon, C, additional, Longo, R, additional, Tromba, G, additional, and Taibi, A, additional
- Published
- 2015
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33. Use of XR-QA2 radiochromic films for quantitative imaging of a synchrotron radiation beam
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Lillo, F. Di, primary, Dreossi, D., additional, Emiro, F., additional, Fedon, C., additional, Longo, R., additional, Mettivier, G., additional, Rigon, L., additional, Russo, P., additional, and Tromba, G., additional
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- 2015
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34. Energy response of GR-200A thermoluminescence dosemeters to60Co and to monoenergetic synchrotron radiation in the energy range 28–40 keV
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Emiro, F., primary, Di Lillo, F., additional, Mettivier, G., additional, Fedon, C., additional, Longo, R., additional, Tromba, G., additional, and Russo, P., additional
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- 2015
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35. ENERGY RESPONSE OF GR-200A THERMOLUMINESCENCE DOSEMETERS TO 60Co AND TO MONOENERGETIC SYNCHROTRON RADIATION IN THE ENERGY RANGE 28-40 KEV.
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Emiro, F., Di Lillo, F., Mettivier, G., Fedon, C., Longo, R., Tromba, G., and Russo, P.
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THERMO luminescence dosimeters ,THERMOLUMINESCENCE dosimetry ,FULLERENES ,PHOTOELECTRIC effect ,SYNCHROTRON radiation ,MONOENERGETIC radiation - Abstract
The response of LiF:Mg,Cu,P thermoluminescence dosemeters (type GR-200A) to monoenergetic radiation of energy 28, 35, 38 and 40 keV was evaluated with respect to irradiation with a calibrated
60 Co gamma-ray source. High-precision measurements of the relative air kerma response performed at the SYRMEP beamline of the ELETTRA synchrotron radiation facility (Trieste, Italy) showed a significant deviation of the average response to low-energy X-rays from that to60 Co, with an over-response from 6 % (at 28 keV) to 22 % (at 40 keV). These data are not consistent with literature data for these dosemeters, where model predictions gave deviation from unity of the relative air kerma response of about 10 %. The authors conclude for the need of additional determinations of the low-energy relative response of GR-200A dosemeters, covering a wider range of monoenergetic energies sampled at a fine energy step, as planned in future experiments by their group at the ELETTRA facility. [ABSTRACT FROM AUTHOR]- Published
- 2016
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36. Validation of a breast density quantization software with 3D printed breast phantoms.
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Solís, N., Fedon, C., Hill, M. L., and Sechopoulos, I.
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- 2021
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37. Realistic compressed breast phantoms for medical physics applications.
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Bosmans, Hilde, Marshall, Nicholas, Van Ongeval, Chantal, García, E., Fedon, C., Caballo, M., Martí, R., Sechopoulos, I., and Diaz, O.
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- 2020
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38. Towards breast tomography with synchrotron radiation at Elettra: first images
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Bruno Golosio, Ubaldo Bottigli, Paolo Russo, R. Bellazzini, G. Spandre, Nico Lanconelli, Pasquale Delogu, Fabrizio Zanconati, Viviana Fanti, A. Brez, Francesco Brun, Christian Fedon, Diego Dreossi, Renata Longo, Fulvia Arfelli, Giuliana Tromba, Piernicola Oliva, M. Pinchera, M. Minuti, Antonio Sarno, Antonio Brunetti, Luigi Rigon, Giovanni Mettivier, F. Di Lillo, Longo, R, Arfelli, F, Bellazzini, R, Bottigli, U, Brez, A, Brunetti, A, Delogu, P, Di Lillo, F, Dreossi, D, Fanti, V, Fedon, C, Golosio, B, Lanconelli, N, Mettivier, G, Minuti, M, Oliva, P, Pinchera, M, Rigon, L, Russo, P, Sarno, A, Spandre, G, Tromba, G, Zanconati, F, Longo, R., Arfelli, F., Bellazzini, R., Bottigli, U., Brez, A., Brun, F., Brunetti, A., Delogu, P., DI LILLO, Francesca, Dreossi, D., Fanti, V., Fedon, C., Golosio, B., Lanconelli, N., Mettivier, Giovanni, Minuti, M., Oliva, P., Pinchera, M., Rigon, L., Russo, Paolo, Sarno, Antonio, Spandre, G., Tromba, G., Zanconati, F., Longo, Renata, Arfelli, Fulvia, Brun, Francesco, Dreossi, Diego, Fedon, Christian, Rigon, Luigi, Tromba, Giuliana, and Zanconati, Fabrizio
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Radiology, Nuclear Medicine and Imaging ,Image quality ,breast tomography ,Synchrotron radiation ,Breast Neoplasms ,phase contrast imaging ,synchrotron radiation ,030218 nuclear medicine & medical imaging ,Synchrotron ,03 medical and health sciences ,0302 clinical medicine ,Optics ,Humans ,Image resolution ,Physics ,Radon transform ,Radiological and Ultrasound Technology ,business.industry ,Medicine (all) ,Detector ,Phase-contrast imaging ,Algorithm ,Simultaneous Algebraic Reconstruction Technique ,030220 oncology & carcinogenesis ,Tomography ,business ,Nuclear medicine ,Tomography, X-Ray Computed ,Breast Neoplasm ,Algorithms ,Synchrotrons ,Human - Abstract
The aim of the SYRMA-CT collaboration is to set-up the first clinical trial of phase-contrast breast CT with synchrotron radiation (SR). In order to combine high image quality and low delivered dose a number of innovative elements are merged: a CdTe single photon counting detector, state-of-theart CT reconstruction and phase retrieval algorithms. To facilitate an accurate exam optimization, a Monte Carlo model was developed for dose calculation using GEANT4. In this study, high isotropic spatial resolution (120 mu m)(3) CT scans of objects with dimensions and attenuation similar to a human breast were acquired, delivering mean glandular doses in the range of those delivered in clinical breast CT (5-25 mGy). Due to the spatial coherence of the SR beam and the long distance between sample and detector, the images contain, not only absorption, but also phase information from the samples. The application of a phase-retrieval procedure increases the contrast-to-noise ratio of the tomographic images, while the contrast remains almost constant. After applying the simultaneous algebraic reconstruction technique to low-dose phase-retrieved data sets (about 5 mGy) with a reduced number of projections, the spatial resolution was found to be equal to filtered back projection utilizing a four fold higher dose, while the contrast-to-noise ratio was reduced by 30%. These first results indicate the feasibility of clinical breast CT with SR.
- Published
- 2016
39. Advancements towards the implementation of clinical phase-contrast breast computed tomography at Elettra
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Bruno Golosio, Viviana Fanti, Angelo Taibi, Renata Longo, Maria Assunta Cova, Adriano Contillo, Paolo Russo, Luigi Rigon, Francesca Di Lillo, Piernicola Oliva, Luca Brombal, Diego Dreossi, Deborah Bonazza, Fabrizio Zanconati, Antonio Sarno, Maura Tonutti, Vittorio Di Trapani, Christian Fedon, Ubaldo Bottigli, Pasquale Delogu, Fulvia Arfelli, Sandro Donato, Giuliana Tromba, Giovanni Mettivier, Serena Pacilè, Longo, Renata, Arfelli, Fulvia, Bonazza, Deborah, Bottigli, Ubaldo, Brombal, Luca, Contillo, Adriano, Cova, Maria A., Delogu, Pasquale, Di Lillo, Francesca, Di Trapani, Vittorio, Donato, Sandro, Dreossi, Diego, Fanti, Viviana, Fedon, Christian, Golosio, Bruno, Mettivier, Giovanni, Oliva, Piernicola, Pacilè, Serena, Sarno, Antonio, Rigon, Luigi, Russo, Paolo, Taibi, Angelo, Tonutti, Maura, Zanconati, Fabrizio, Tromba, Giuliana, Longo, R., Arfelli, F., Bonazza, D., Bottigli, U., Brombal, L., Contillo, A., Cova, M. A., Delogu, P., Di Lillo, F., Di Trapani, V., Donato, S., Dreossi, D., Fanti, V., Fedon, C., Golosio, B., Mettivier, G., Oliva, P., Pacile, S., Sarno, A., Rigon, L., Taibi, A., Tonutti, M., Zanconati, F., and Tromba, G.
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Nuclear and High Energy Physics ,single photon counting ,breast CT ,phase contrast ,free space propagation ,Image quality ,Computer science ,Phase contrast microscopy ,Socio-culturale ,Computed tomography ,030218 nuclear medicine & medical imaging ,law.invention ,Conventional mammography ,03 medical and health sciences ,0302 clinical medicine ,law ,Cadmium Compounds ,medicine ,Humans ,Mammography ,Microscopy, Phase-Contrast ,Instrumentation ,Radiation ,medicine.diagnostic_test ,business.industry ,Detector ,Contrast resolution ,X-Ray Microtomography ,Women's cancers Radboud Institute for Health Sciences [Radboudumc 17] ,030220 oncology & carcinogenesis ,Female ,Tomography ,Tellurium ,Nuclear medicine ,business ,Synchrotrons - Abstract
Item does not contain fulltext 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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- 2019
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40. Monte Carlo dose evaluation of different fibroglandular tissue distribution in breast imaging
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L. M. Arana Peña, Eloy García, Christian Fedon, Oliver Diaz, Ioannis Sechopoulos, Renata Longo, David R. Dance, Bosmans H.,Marshall N.,Van Ongeval C, Van Ongeval, Chantal, Arana Pena, L. M., Fedon, C., Garcia, E., Diaz, O., Longo, R., Dance, D. R., and Sechopoulos, I.
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Breast dosimetry ,Fibroglandular tissue ,Mammography ,Monte Carlo simulation ,X-rays ,medicine.diagnostic_test ,business.industry ,Breast imaging ,Monte Carlo method ,Adipose tissue ,Fibroglandular Tissue ,computer.software_genre ,body regions ,Homogeneous ,Voxel ,medicine ,Distribution (pharmacology) ,skin and connective tissue diseases ,Nuclear medicine ,business ,computer - Abstract
This work compares estimates of the radiation dose in mammography obtained using three different fibroglandular tissue distributions. Ninety volumetric images of patient breasts were acquired with a dedicated breast CT system and the voxels automatically classified as containing skin, adipose, or glandular tissue. The classified images underwent simulated mechanical compression to mimic the mammographic cranio-caudal acquisition. The voxels containing fibroglandular and adipose tissue were then distributed in the breast phantoms following three different methods: patient-based (i.e., maintaining the original distribution), homogeneous (i.e., each voxel is a homogeneous mixture of adipose and glandular tissue) and newly-proposed continuous (i.e., the glandular tissue is distributed according to a general model, derived from the patient breast CT data). All breast phantoms were used in Monte Carlo simulations to estimate the radiation dose. The results show that the doses estimated using the continuous fibroglandular tissue distribution agree within 3% of the doses estimated using the heterogeneous patient-based distribution, and that it leads to a dose reduction of 27% compared to the homogeneous distribution.
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- 2020
41. Radiochromic film dosimetry in synchrotron radiation breast computed tomography: a phantom study
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Marica Masi, Pasquale Delogu, Fulvia Arfelli, Antonio Sarno, Christian Fedon, Luigi Rigon, Angelo Taibi, Giovanni Mettivier, Bruno Golosio, Paolo Russo, Luca Brombal, Piernicola Oliva, Francesca Di Lillo, Sandro Donato, Mettivier, Giovanni, Masi, Marica, Arfelli, Fulvia, Brombal, Luca, Delogu, Pasquale, Di Lillo, Francesca, Donato, Sandro, Fedon, Christian, Golosio, Bruno, Oliva, Piernicola, Rigon, Luigi, Sarno, Antonio, Taibi, Angelo, Russo, Paolo, Mettivier, G., Masi, M., Arfelli, F., Brombal, L., Delogu, P., Di Lillo, F., Donato, S., Fedon, C., Golosio, B., Oliva, P., Rigon, L., Sarno, A., Taibi, A., and Russo, P.
- Subjects
Nuclear and High Energy Physics ,Film Dosimetry ,Materials science ,Synchrotron radiation ,Socio-culturale ,Breast Neoplasms ,Computed tomography ,Radiation Dosage ,Rotation ,Radiochromic dosimetry ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Kerma ,0302 clinical medicine ,medicine ,Humans ,Dosimetry ,Irradiation ,Instrumentation ,Radiation ,medicine.diagnostic_test ,Phantoms, Imaging ,synchrotron radiation ,breast computed tomography ,radiochromic dosimetry ,Research Papers ,Breast computed tomography ,Italy ,Beamline ,030220 oncology & carcinogenesis ,Female ,Tomography, X-Ray Computed ,Breast computed tomography, Radiochromic dosimetry, Synchrotron radiation ,Synchrotrons ,Biomedical engineering - Abstract
This study relates to the INFN project SYRMA-3D for in vivo phase-contrast breast computed tomography using the SYRMEP synchrotron radiation beamline at the ELETTRA facility in Trieste, Italy. This peculiar imaging technique uses a novel dosimetric approach with respect to the standard clinical procedure. In this study, optimization of the acquisition procedure was evaluated in terms of dose delivered to the breast. An offline dose monitoring method was also investigated using radiochromic film dosimetry. Various irradiation geometries have been investigated for scanning the prone patient's pendant breast, simulated by a 14 cm-diameter polymethylmethacrylate cylindrical phantom containing pieces of calibrated radiochromic film type XR-QA2. Films were inserted mid-plane in the phantom, as well as wrapped around its external surface, and irradiated at 38 keV, with an air kerma value that would produce an estimated mean glandular dose of 5 mGy for a 14 cm-diameter 50% glandular breast. Axial scans were performed over a full rotation or over 180°. The results point out that a scheme adopting a stepped rotation irradiation represents the best geometry to optimize the dose distribution to the breast. The feasibility of using a piece of calibrated radiochromic film wrapped around a suitable holder around the breast to monitor the scan dose offline is demonstrated.
- Published
- 2020
42. Image quality comparison between a phase-contrast synchrotron radiation breast CT and a clinical breast CT: a phantom based study
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Christian Fedon, Piernicola Oliva, Angelo Taibi, Pasquale Delogu, Fulvia Arfelli, Koen Michielsen, Giovanni Mettivier, Luca Brombal, Ioannis Sechopoulos, Sandro Donato, Renata Longo, Brombal, L., Arfelli, F., Delogu, P., Donato, S., Mettivier, G., Michielsen, K., Oliva, P., Taibi, A., Sechopoulos, I., Longo, R., Fedon, C., Brombal, Luca, Arfelli, Fulvia, Delogu, Pasquale, Donato, Sandro, Mettivier, Giovanni, Michielsen, Koen, Oliva, Piernicola, Taibi, Angelo, Sechopoulos, Ioanni, Longo, Renata, and Fedon, Christian
- Subjects
Image quality ,computed-tomography ,lcsh:Medicine ,Signal-To-Noise Ratio ,030218 nuclear medicine & medical imaging ,Phase-contrast ,Breast CT ,Phase-imaging ,Synchrotron radiation ,0302 clinical medicine ,Breast ,lcsh:Science ,Image resolution ,Multidisciplinary ,medicine.diagnostic_test ,Phantoms, Imaging ,Tomosynthesis ,Women's cancers Radboud Institute for Health Sciences [Radboudumc 17] ,030220 oncology & carcinogenesis ,Female ,Tomography ,Cone-Beam CT ,optimization ,Algorithms ,mammography ,tomosynthesis ,feasibility ,performance ,resolution ,Materials science ,Biophysics ,Socio-culturale ,Breast Neoplasms ,Article ,Imaging phantom ,03 medical and health sciences ,All institutes and research themes of the Radboud University Medical Center ,medicine ,Humans ,Mammography ,Tomographic reconstruction ,lcsh:R ,Signal-to-noise ratio (imaging) ,lcsh:Q ,Tomography, X-Ray Computed ,Biological physics ,Synchrotrons ,Biomedical engineering - Abstract
In this study we compared the image quality of a synchrotron radiation (SR) breast computed tomography (BCT) system with a clinical BCT in terms of contrast-to-noise ratio (CNR), signal-to-noise ratio (SNR), noise power spectrum (NPS), spatial resolution and detail visibility. A breast phantom consisting of several slabs of breast-adipose equivalent material with different embedded targets (i.e., masses, fibers and calcifications) was used. Phantom images were acquired using a dedicated BCT system installed at the Radboud University Medical Center (Nijmegen, The Netherlands) and the SR BCT system at the SYRMEP beamline of Elettra SR facility (Trieste, Italy) based on a photon-counting detector. Images with the SR setup were acquired mimicking the clinical BCT conditions (i.e., energy of 30 keV and radiation dose of 6.5 mGy). Images were reconstructed with an isotropic cubic voxel of 273 µm for the clinical BCT, while for the SR setup two phase-retrieval (PhR) kernels (referred to as “smooth” and “sharp”) were alternatively applied to each projection before tomographic reconstruction, with voxel size of 57 × 57 × 50 µm3. The CNR for the clinical BCT system can be up to 2-times higher than SR system, while the SNR can be 3-times lower than SR system, when the smooth PhR is used. The peak frequency of the NPS for the SR BCT is 2 to 4-times higher (0.9 mm−1 and 1.4 mm−1 with smooth and sharp PhR, respectively) than the clinical BCT (0.4 mm−1). The spatial resolution (MTF10%) was estimated to be 1.3 lp/mm for the clinical BCT, and 5.0 lp/mm and 6.7 lp/mm for the SR BCT with the smooth and sharp PhR, respectively. The smallest fiber visible in the SR BCT has a diameter of 0.15 mm, while for the clinical BCT is 0.41 mm. Calcification clusters with diameter of 0.13 mm are visible in the SR BCT, while the smallest diameter for the clinical BCT is 0.29 mm. As expected, the image quality of the SR BCT outperforms the clinical BCT system, providing images with higher spatial resolution and SNR, and with finer granularity. Nevertheless, this study assesses the image quality gap quantitatively, giving indications on the benefits associated with SR BCT and providing a benchmarking basis for its clinical implementation. In addition, SR-based studies can provide a gold-standard in terms of achievable image quality, constituting an upper-limit to the potential clinical development of a given technique.
- Published
- 2019
43. Glandular dose in breast computed tomography with synchrotron radiation
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F. Di Lillo, Giovanni Mettivier, Christian Fedon, Renata Longo, Paolo Russo, Giuliana Tromba, Antonio Sarno, Mettivier, Giovanni, Fedon, C., DI LILLO, Francesca, Longo, R., Sarno, Antonio, Tromba, G., Russo, Paolo, Mettivier, G, Fedon, Christian, Di Lillo, F, Longo, Renata, Sarno, A, Tromba, Giuliana, and Russo, P.
- Subjects
Materials science ,Breast imaging ,Computed tomography dose index ,Synchrotron radiation ,Breast Neoplasms ,Radiation Dosage ,Imaging phantom ,Synchrotron ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Humans ,Dosimetry ,Radiology, Nuclear Medicine and imaging ,Irradiation ,Mammary Glands, Human ,Monte Carlo ,GEANT4 ,synchrotron radiation ,breast computed tomography ,dosimetry ,breast imaging ,Photons ,Radiological and Ultrasound Technology ,Phantoms, Imaging ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Medicine (all) ,Synchrotron Radiation Source ,Photon ,030220 oncology & carcinogenesis ,Female ,Tomography ,Tomography, X-Ray Computed ,Nuclear medicine ,business ,Synchrotrons ,Breast Neoplasm ,Human - Abstract
The purpose of this work is to provide an evaluation of the mean glandular dose (MGD) for breast computed tomography (CT) with synchrotron radiation in an axial scanning configuration with a partial or total organ volume irradiation, for the in vivo program of breast CT ongoing at the ELETTRA facility (Trieste, Italy). A Geant4 Monte Carlo code was implemented, simulating the photon irradiation from a synchrotron radiation source in the energetic range from 8 to 50 keV with 1 keV intervals, to evaluate the MGD. The code was validated with literature data, in terms of mammographic normalized glandular dose coefficients (DgN) and with ad hoc experimental data, in terms of computed tomography dose index (CTDI). Simulated cylindrical phantoms of different sizes (diameter at phantom base 8, 10, 12, 14 or 16 cm, axial length 1.5 times the radius) and glandular fraction by weight (0%, 14.3%, 25%, 50%, 75% and 100%) were implemented into the code. The validation of the code shows an excellent agreement both with previously published work and in terms of DgN and CDTI measurements. The implemented simulations show a dependence of the glandular dose estimate on the vertical dimension of the irradiated zone when a partial organ irradiation was implemented. Specific normalized coefficients for calculating the MGD to the whole breast or to the single irradiated slice were reported.
- Published
- 2015
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44. A Framework for Iterative Reconstruction in Phase-Contrast Computed Tomography Dedicated to the Breast
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Piernicola Oliva, Diego Dreossi, Francesco Brun, Gloria Spandre, F. Di Lillo, Pasquale Delogu, Fulvia Arfelli, Paolo Russo, Antonio Sarno, Giuliana Tromba, Luigi Rigon, Christian Fedon, R. Bellazzini, Renata Longo, A. Brez, Bruno Golosio, Giovanni Mettivier, Sarno, A., Golosio, B., Russo, P., Arfelli, F., Bellazzini, R., Brez, A., Brun, F., Delogu, P., Di Lillo, F., Dreossi, D., Fedon, C., Longo, R., Mettivier, G., Oliva, P., Rigon, L., Spandre, G., and Tromba, G.
- Subjects
Nuclear and High Energy Physics ,Computer science ,Image quality ,Physics::Medical Physics ,Iterative reconstruction ,tomography ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Optics ,Nuclear Medicine and Imaging ,Electronic ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Optical and Magnetic Materials ,Image resolution ,Instrumentation ,Physics ,Tomographic reconstruction ,business.industry ,Detector ,Atomic and Molecular Physics, and Optics ,Photon counting ,Radiology, Nuclear Medicine and Imaging ,Electronic, Optical and Magnetic Materials ,Simultaneous Algebraic Reconstruction Technique ,Radiology ,Image reconstruction, Detectors, Computed tomography, Breast, X-ray imaging, Photonics ,030220 oncology & carcinogenesis ,Tomography ,Artificial intelligence ,business ,Phase retrieval - Abstract
We present the implementation of the CT iterative reconstruction strategy developed within the SYRMA-CT project for in vivo phase contrast CT of the uncompressed breast, ongoing at the ELETTRA synchrotron radiation facility (Trieste, Italy). Propagation-based phase-contrast imaging exploited the high spatial coherence of the monoenergetic laminar X-ray beam (3-mm high along the chest-wall-to-nipple direction), as well as the large object-to-detector distance (∼2 m) and the use of a prototype of Pixirad-8 high-resolution photon counting CdTe detector (60-μm pitch, eight detector units arranged in a row). The signal in projection views depends on the X-ray absorption as well as on the phase shift introduced by the breast tissue in the beam path. A phase retrieval algorithm allows recovering the projected 2D phase map of the irradiated tissue layer, which were input to the CT reconstruction; then, the 3D image of the breast was reconstructed via a simultaneous algebraic reconstruction technique (SART) algorithm. The developed iterative reconstruction — coupled with a filtering process for reducing the noise level and ring artifacts by preserving edges sharpness — showed better image quality than conventional filtered backprojection (FBP) reconstruction. A phantom study showed that the iterative reconstruction produced images with a contrast-to-noise-ratio up to 65% and a spatial resolution up to 12% higher than those obtained with FBP. Finally, the developed algorithm removed ring-like artifacts caused by the detector dead space (0.16 mm) across adjacent detector units and by no perfect equalization after flat-field correction, without worsening the image quality.
- Published
- 2017
45. Imaging study of a phase-sensitive breast-CT system in continuous acquisition mode
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Giovanni Mettivier, Pasquale Delogu, Fulvia Arfelli, Massimo Minuti, Francesco Brun, Gloria Spandre, Bruno Golosio, F. Di Lillo, Antonio Sarno, Christian Fedon, Piernicola Oliva, Renata Longo, Luigi Rigon, Giuliana Tromba, A. Brez, Paolo Russo, R. Bellazzini, M. Pichera, Diego Dreossi, Delogu, P., Golosio, B., Fedon, Christian, Arfelli, Fulvia, Bellazzini, R., Brez, A., Brun, Francesco, Lillo, F. Di, Dreossi, Diego, Mettivier, G., Minuti, M., Oliva, P., Pichera, M., Rigon, Luigi, Russo, P., Sarno, A., Spandre, G., Tromba, G., Longo, Renata, Fedon, C., Arfelli, F., Brun, F., DI LILLO, Francesca, Dreossi, D., Mettivier, Giovanni, Rigon, L., Russo, Paolo, Sarno, Antonio, and Longo, R.
- Subjects
medicine.medical_specialty ,Pixelated detectors and associated VLSI electronic ,X-ray detector ,Synchrotron radiation ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Optics ,Pixelated detectors and associated VLSI electronics ,medicine ,Medical physics ,Image resolution ,Instrumentation ,Mathematical Physics ,Physics ,business.industry ,Computerized Tomography (CT) and Computed Radiography (CR) ,X-ray detectors ,X-ray radiography and digital radiography (DR) ,Synchrotron radiation. Breast cancer. Computed Tomography ,Synchrotron light source ,Sample (graphics) ,Simultaneous Algebraic Reconstruction Technique ,Beamline ,030220 oncology & carcinogenesis ,Phase retrieval ,business - Abstract
The SYRMA-CT project aims to set-up the first clinical trial of phase-contrast breast Computed Tomography with synchrotron radiation at the SYRMEP beamline of Elettra, the Italian synchrotron light source. The challenge in a dedicated breast CT is to match a high spatial resolution with a low dose level. In order to fulfil these requirements, the SYRMA-CT project uses a large area CdTe single photon counting detector (Pixirad-8), simultaneous algebraic reconstruction technique (SART) and phase retrieval pre-processing. This work investigates the imaging performances of the system in a continuous acquisition mode and with a low dose level towards the clinical application. A custom test object and a large surgical sample have been studied.
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- 2017
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46. Phase-sensitive breast CT with monochromatic beam towards the clinical trial
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Christian Fedon, Giuliana Tromba, Antonio Sarno, F. Di Lillo, Luigi Rigon, Fabrizio Zanconati, Maria Assunta Cova, Gloria Spandre, Fulvia Arfelli, R. Bellazzini, Francesco Brun, Maura Tonutti, Giovanni Mettivier, Renata Longo, Massimo Minuti, Bruno Golosio, A. Brez, Paolo Russo, M. Pichera, Pasquale Delogu, Diego Dreossi, P. Oliva, Longo, R., Arfelli, F., Bellazzini, R., Brez, A., Brun, F., Cova, M. A., Delogu, P., DI LILLO, Francesca, Dreossi, D., Fedon, C., Golosio, B., Mettivier, Giovanni, Minuti, M., Oliva, P., Pichera, M., Rigon, L., Russo, Paolo, Sarno, Antonio, Spandre, G., Tonutti, M., Tromba, G., and Zanconati, F.
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medicine.medical_specialty ,Digital mammography ,medicine.diagnostic_test ,Image quality ,business.industry ,Monte Carlo method ,Biophysics ,General Physics and Astronomy ,Synchrotron radiation ,General Medicine ,Monochromatic beam ,Clinical trial ,Beamline ,medicine ,Mammography ,Radiology, Nuclear Medicine and imaging ,Radiology ,Nuclear medicine ,business - Abstract
Introduction The first clinical trial of phase-contrast mammography with monochromatic beam was performed at Elettra, the Italian Synchrotron Radiation facility. A lower Mean Glandular Dose (MGD) and a higher specificity were achieved compared to the digital mammography for the patient cohort (more than 70). Purpose The SYRMA-CT project (SYnchrotron Radiation for MAmmography – Computed Tomography) aims to perform the first clinical trial of phase-sensitive breast CT with monochromatic beam. High image quality and low dose are expected according to the results of the first mammography trial. Materials and methods A large area CdTe single photon counting detector (PIXIRAD-8) is used. Phase-retrieval algorithm are applied, thus exploiting propagation based phase-contrast imaging (PPCI). The dose system of the beamline has been calibrated to match the energy requirement up to 40 keV. Due to the peculiar irradiation modality, ad hoc Monte Carlo simulations and experimental measurements were performed for dose evaluation. Results Images of surgical samples included in large test objects (up to 12 cm diameter) were acquired at 38 keV in clinical compatible dose conditions (MGD ∼5 mGy). Phase-retrieval pre-processing was applied improving the CNR of the high-resolution images with (120 μm) 3 voxel size. Conclusion The upgrade of the mammographic facility of the Elettra laboratory towards a new clinical trial is going on. Image quality and dose assessment indicate its feasibility with monochromatic beam. This clinical trial will allow the evaluation of PPCI breast CT in optimal conditions and will give indication for the translation to the hospital of phase-sensitive techniques. Disclosure Nothing to declare.
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- 2016
47. Imaging performance of phase-contrast breast computed tomography with synchrotron radiation and a CdTe photon-counting detector
- Author
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F. Di Lillo, Antonio Sarno, Christian Fedon, Giovanni Mettivier, Piernicola Oliva, Bruno Golosio, Paolo Russo, Gloria Spandre, Renata Longo, Sarno, Antonio, Mettivier, Giovanni, Golosio, B., Oliva, P., Spandre, G., DI LILLO, Francesca, Fedon, C., Longo, R., Russo, Paolo, Sarno, A., Mettivier, G., Di Lillo, F., Fedon, Christian, Longo, Renata, and Russo, P.
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Radiology, Nuclear Medicine and Imaging ,Contrast Media ,General Physics and Astronomy ,Signal-To-Noise Ratio ,030218 nuclear medicine & medical imaging ,0302 clinical medicine ,Signal-to-noise ratio ,Breast cancer ,Phase-contrast imaging ,Cadmium Compounds ,Image noise ,Microscopy, Phase-Contrast ,Breast ,Image resolution ,Computed tomography ,Physics ,Synchrotron radiation ,Calcinosis ,Equipment Design ,General Medicine ,030220 oncology & carcinogenesis ,Radiographic Image Interpretation, Computer-Assisted ,Female ,Tellurium ,Phase retrieval ,Algorithms ,Mammography ,Biophysics ,Breast Neoplasms ,Radiation Dosage ,Noise (electronics) ,phase-contrast imaging ,photon-counting detector ,03 medical and health sciences ,Physics and Astronomy (all) ,Optics ,breast cancer ,Contrast-to-noise ratio ,Humans ,Image-guided radiation therapy ,computed tomography ,Photons ,business.industry ,Biophysic ,Photon-counting detector ,Tomography, X-Ray Computed ,Nuclear medicine ,business ,Synchrotrons - Abstract
Purpose Within the SYRMA-CT collaboration based at the ELETTRA synchrotron radiation (SR) facility the authors investigated the imaging performance of the phase-contrast computed tomography (CT) system dedicated to monochromatic in vivo 3D imaging of the female breast, for breast cancer diagnosis. Methods Test objects were imaged at 38 keV using monochromatic SR and a high-resolution CdTe photon-counting detector. Signal and noise performance were evaluated using modulation transfer function (MTF) and noise power spectrum. The analysis was performed on the images obtained with the application of a phase retrieval algorithm as well as on those obtained without phase retrieval. The contrast to noise ratio (CNR) and the capability of detecting test microcalcification clusters and soft masses were investigated. Results For a voxel size of (60 μm)3, images without phase retrieval showed higher spatial resolution (6.7 mm−1 at 10% MTF) than corresponding images with phase retrieval (2.5 mm−1). Phase retrieval produced a reduction of the noise level and an increase of the CNR by more than one order of magnitude, compared to raw phase-contrast images. Microcalcifications with a diameter down to 130 μm could be detected in both types of images. Conclusions The investigation on test objects indicates that breast CT with a monochromatic SR source is technically feasible in terms of spatial resolution, image noise and contrast, for in vivo 3D imaging with a dose comparable to that of two-view mammography. Images obtained with the phase retrieval algorithm showed the best performance in the trade-off between spatial resolution and image noise.
- Published
- 2016
48. Use of XR-QA2 radiochromic films for quantitative imaging of a synchrotron radiation beam
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F. Di Lillo, Giovanni Mettivier, Luigi Rigon, Christian Fedon, Paolo Russo, Renata Longo, Giuliana Tromba, F. Emiro, Diego Dreossi, DI LILLO, Francesca, Dreossi, D., Emiro, F., Fedon, C., Longo, R., Mettivier, Giovanni, Rigon, L., Russo, Paolo, Tromba, G., Di Lillo, F., Dreossi, Diego, Fedon, Christian, Longo, Renata, Mettivier, G., Rigon, Luigi, and Russo, P.
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Physics::Instrumentation and Detectors ,Beam-line instrumentation (beam position and profile monitors ,Synchrotron radiation ,Scintillator ,Fluence ,Bunch length monitors) ,Flat panel detector ,Dosimetry - X-Ray - Radiochromic film - Synchrotron Radiation ,Kerma ,Optics ,Beam-intensity monitors ,Dosimetry concepts and apparatus ,Instrumentation for synchrotron radiation accelerators ,Instrumentation ,Mathematical Physics ,Physics ,Dosimetry concepts and apparatu ,business.industry ,Instrumentation for synchrotron radiation accelerator ,Beamline ,Beam-intensity monitor ,Ionization chamber ,Beam-line instrumentation (beam position and profile monitor ,Physics::Accelerator Physics ,business ,Beam (structure) - Abstract
This work investigates the use of XR-QA2 radiochromic films for quantitative imaging of a synchrotron radiation (SR) beam. Pieces (200 × 30 mm2) of XR-QA2 film were irradiated in a plane transverse to the beam axis, at the SYRMEP beamline at ELETTRA (Trieste), with a monochromatic beam of size 170 × 3.94 mm2 (H × V) and energy of 28, 35, 38 or 40 keV. The response was calibrated in terms of average air kerma (120 mGy), measured with a calibrated ionization chamber. Films were digitized in reflectance mode using a flatbed scanner. The 16-bit red channel was used. The netreflectance was then converted to photon fluence per unit air kerma (mm-2 mGy-1). The SR beam profile was acquired also with a scintillator (GOS) based, fiberoptic coupled CCD camera as well as with a scintillator based flat panel detector. Horizontal profiles obtained with the two modalities were compared, evaluated in a ROI of 17.71 × 0.59 mm2, across the beam centre. Once corrected for flat field, the CCD profile was scaled in order to have the same average value as the normalized profile acquired with the gafchromic film. The same procedure was followed for the beam images acquired with the flat panel detector. Horizontal and vertical line profiles acquired with the radiochromic film show an uneven 2D distribution of the beam intensity, with variations in the order of 1520% in the horizontal direction, while the statistical uncertainties evaluated for the radiochromic dose measurements were 6% at 28 keV. Larger variations up to 64% were observed in the vertical direction. The response of the radiochromic film is comparable to that of the other imaging detectors, within less than 5% variation.
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- 2015
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49. Joint AAPM Task Group 282/EFOMP Working Group Report: Breast dosimetry for standard and contrast-enhanced mammography and breast tomosynthesis.
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Sechopoulos I, Dance DR, Boone JM, Bosmans HT, Caballo M, Diaz O, van Engen R, Fedon C, Glick SJ, Hernandez AM, Hill ML, Hulme KW, Longo R, Rabin C, Sanderink WBG, and Seibert JA
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- Humans, Female, Mammography methods, Radiometry methods, Monte Carlo Method, Breast diagnostic imaging, Breast Neoplasms diagnostic imaging
- Abstract
Currently, there are multiple breast dosimetry estimation methods for mammography and its variants in use throughout the world. This fact alone introduces uncertainty, since it is often impossible to distinguish which model is internally used by a specific imaging system. In addition, all current models are hampered by various limitations, in terms of overly simplified models of the breast and its composition, as well as simplistic models of the imaging system. Many of these simplifications were necessary, for the most part, due to the need to limit the computational cost of obtaining the required dose conversion coefficients decades ago, when these models were first implemented. With the advancements in computational power, and to address most of the known limitations of previous breast dosimetry methods, a new breast dosimetry method, based on new breast models, has been developed, implemented, and tested. This model, developed jointly by the American Association of Physicists in Medicine and the European Federation for Organizations of Medical Physics, is applicable to standard mammography, digital breast tomosynthesis, and their contrast-enhanced variants. In addition, it includes models of the breast in both the cranio-caudal and the medio-lateral oblique views. Special emphasis was placed on the breast and system models used being based on evidence, either by analysis of large sets of patient data or by performing measurements on imaging devices from a range of manufacturers. Due to the vast number of dose conversion coefficients resulting from the developed model, and the relative complexity of the calculations needed to apply it, a software program has been made available for download or online use, free of charge, to apply the developed breast dosimetry method. The program is available for download or it can be used directly online. A separate User's Guide is provided with the software., (© 2023 The Authors. Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine.)
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- 2024
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50. Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation.
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Teuwen J, Moriakov N, Fedon C, Caballo M, Reiser I, Bakic P, García E, Diaz O, Michielsen K, and Sechopoulos I
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- Breast diagnostic imaging, Breast Density, Female, Humans, Mammography, Radiation Dosage, Breast Neoplasms diagnostic imaging, Deep Learning
- Abstract
The two-dimensional nature of mammography makes estimation of the overall breast density challenging, and estimation of the true patient-specific radiation dose impossible. Digital breast tomosynthesis (DBT), a pseudo-3D technique, is now commonly used in breast cancer screening and diagnostics. Still, the severely limited 3rd dimension information in DBT has not been used, until now, to estimate the true breast density or the patient-specific dose. This study proposes a reconstruction algorithm for DBT based on deep learning specifically optimized for these tasks. The algorithm, which we name DBToR, is based on unrolling a proximal-dual optimization method. The proximal operators are replaced with convolutional neural networks and prior knowledge is included in the model. This extends previous work on a deep learning-based reconstruction model by providing both the primal and the dual blocks with breast thickness information, which is available in DBT. Training and testing of the model were performed using virtual patient phantoms from two different sources. Reconstruction performance, and accuracy in estimation of breast density and radiation dose, were estimated, showing high accuracy (density <±3%; dose <±20%) without bias, significantly improving on the current state-of-the-art. This work also lays the groundwork for developing a deep learning-based reconstruction algorithm for the task of image interpretation by radiologists., Competing Interests: Declaration of Competing Interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Ioannis Sechopoulos has research agreements with Siemens Healthcare, Canon Medical Systems, Volpara Solutions, Sectra Benelux, and ScreenPoint Medical. None of these research agreements are related to the work described here., (Copyright © 2021 The Author(s). Published by Elsevier B.V. All rights reserved.)
- Published
- 2021
- Full Text
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