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Gunaseelan I, Amin Zadeh A, Arhatari B, Maksimenko A, Hall C, Hausermann D, Kumar B, Fox J, Quiney H, Lockie D, Lewis S, Brennan P, Gureyev T, Tavakoli Taba S. Propagation-based phase-contrast imaging of the breast: image quality and the effect of X-ray energy and radiation dose. Br J Radiol 2023; 96:20221189. [PMID: 37665247 PMCID: PMC10546460 DOI: 10.1259/bjr.20221189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 07/18/2023] [Accepted: 07/20/2023] [Indexed: 09/05/2023] Open
Abstract
OBJECTIVES Propagation-based phase-contrast computed tomography (PB-CT) is a new imaging technique that exploits refractive and absorption properties of X-rays to enhance soft tissue contrast and improve image quality. This study compares image quality of PB-CT and absorption-based CT (AB-CT) for breast imaging while exploring X-ray energy and radiation dose. METHODS Thirty-nine mastectomy samples were scanned at energy levels of 28-34keV using a flat panel detector at radiation dose levels of 4mGy and 2mGy. Image quality was assessed using signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR), spatial resolution (res) and visibility (vis). Statistical analysis was performed to compare PB-CT images against their corresponding AB-CT images scanned at 32keV and 4mGy. RESULTS The PB-CT images at 4mGy, across nearly all energy levels, demonstrated superior image quality than AB-CT images at the same dose. At some energy levels, the 2mGy PB-CT images also showed better image quality in terms of CNR/Res and vis compared to the 4mGy AB-CT images. At both investigated doses, SNR and SNR/res were found to have a statistically significant difference across all energy levels. The difference in vis was statistically significant at some energy levels. CONCLUSION This study demonstrates superior image quality of PB-CT over AB-CT, with X-ray energy playing a crucial role in determining image quality parameters. ADVANCES IN KNOWLEDGE Our findings reveal that standard dose PB-CT outperforms standard dose AB-CT across all image quality metrics. Additionally, we demonstrate that low dose PB-CT can produce superior images compared to standard dose AB-CT in terms of CNR/Res and vis.
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Affiliation(s)
- Indusaa Gunaseelan
- Discipline of Medical Imaging Sciences, Faculty of Medicine and Health, The University of Sydney, NSW, Camperdown, Australia
| | | | - Benedicta Arhatari
- Australian Synchrotron, Australian National Science and Technology Organisation, Clayton, VIC, Australia
| | - Anton Maksimenko
- Australian Synchrotron, Australian National Science and Technology Organisation, Clayton, VIC, Australia
| | - Christopher Hall
- Australian Synchrotron, Australian National Science and Technology Organisation, Clayton, VIC, Australia
| | - Daniel Hausermann
- Australian Synchrotron, Australian National Science and Technology Organisation, Clayton, VIC, Australia
| | - Beena Kumar
- Monash Health Pathology Monash Health, Clayton, VIC, Australia
| | - Jane Fox
- Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, VIC, Australia
| | - Harry Quiney
- School of Physics, The University of Melbourne, Parkville, VIC, Australia
| | - Darren Lockie
- Maroondah BreastScreen, Eastern Health, Ringwood, VIC, Australia
| | - Sarah Lewis
- Discipline of Medical Imaging Sciences, Faculty of Medicine and Health, The University of Sydney, NSW, Camperdown, Australia
| | - Patrick Brennan
- Discipline of Medical Imaging Sciences, Faculty of Medicine and Health, The University of Sydney, NSW, Camperdown, Australia
| | - Timur Gureyev
- School of Physics, The University of Melbourne, Parkville, VIC, Australia
| | - Seyedamir Tavakoli Taba
- Discipline of Medical Imaging Sciences, Faculty of Medicine and Health, The University of Sydney, NSW, Camperdown, Australia
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Gureyev TE, Paganin DM, Arhatari B, Taba ST, Lewis S, Brennan PC, Quiney HM. Dark-field signal extraction in propagation-based phase-contrast imaging. Phys Med Biol 2020; 65:215029. [PMID: 32756030 DOI: 10.1088/1361-6560/abac9d] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
A method for extracting the dark-field signal in propagation-based phase-contrast imaging is proposed. In the case of objects consisting predominantly of a single material, or several different materials with similar ratios of the real decrement to the imaginary part of the complex refractive index, the proposed method requires a single image for extraction of the dark-field signal in two-dimensional projection imaging. In the case of three-dimensional tomographic imaging, the method needs only one image to be collected at each projection angle. Initial examples using simulated and experimental data indicate that this method can improve visualization of small sharp features inside a larger object, e.g. the visualization of microcalcifications in propagation-based x-ray breast cancer imaging. It is suggested that the proposed approach may be useful in other forms of biomedical imaging, where it can help one to obtain additional small-angle scattering information without increasing the radiation dose to the sample.
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Affiliation(s)
- T E Gureyev
- School of Physics, The University of Melbourne, Parkville 3010, Australia. Faculty of Health Sciences, The University of Sydney, Lidcombe 2141, Australia. School of Physics and Astronomy, Monash University, Clayton 3800, Australia. School of Science and Technology, University of New England, Armidale 2351, Australia
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Gureyev TE, Nesterets YI, Baran PM, Taba ST, Mayo SC, Thompson D, Arhatari B, Mihocic A, Abbey B, Lockie D, Fox J, Kumar B, Prodanovic Z, Hausermann D, Maksimenko A, Hall C, Peele AG, Dimmock M, Pavlov KM, Cholewa M, Lewis S, Tromba G, Quiney HM, Brennan PC. Propagation-based x-ray phase-contrast tomography of mastectomy samples using synchrotron radiation. Med Phys 2019; 46:5478-5487. [PMID: 31574166 DOI: 10.1002/mp.13842] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Revised: 08/02/2019] [Accepted: 09/18/2019] [Indexed: 01/04/2023] Open
Abstract
PURPOSE Propagation-based phase-contrast computed tomography (PB-CT) is a method for three-dimensional x-ray imaging that utilizes refraction, as well as absorption, of x rays in the tissues to increase the signal-to-noise ratio (SNR) in the resultant images, in comparison with equivalent conventional absorption-only x-ray tomography (CT). Importantly, the higher SNR is achieved without sacrificing spatial resolution or increasing the radiation dose delivered to the imaged tissues. The present work has been carried out in the context of the current development of a breast CT imaging facility at the Australian Synchrotron. METHODS Seven unfixed complete mastectomy samples with and without breast cancer lesions have been imaged using absorption-only CT and PB-CT techniques under controlled experimental conditions. The radiation doses delivered to the mastectomy samples during the scans were comparable to those approved for mammographic screening. Physical characteristics of the reconstructed images, such as spatial resolution and SNR, have been measured and compared with the results of the radiological quality assessment of the complete absorption CT and PB-CT image stacks. RESULTS Despite the presence of some image artefacts, the PB-CT images have outperformed comparable absorption CT images collected at the same radiation dose, in terms of both the measured objective image characteristics and the radiological image scores. The outcomes of these experiments are shown to be consistent with predictions of the theory of PB-CT imaging and previous reported experimental studies of this imaging modality. CONCLUSIONS The results presented in this paper demonstrate that PB-CT holds a high potential for improving on the quality and diagnostic value of images obtained using existing medical x-ray technologies, such as mammography and digital breast tomosynthesis (DBT). If implemented at suitable synchrotron imaging facilities, PB-CT can be used to complement existing imaging modalities, leading to more accurate breast cancer diagnosis.
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Affiliation(s)
- T E Gureyev
- The University of Melbourne, Parkville, 3010, Australia.,The University of Sydney, Lidcombe, 2141, Australia.,Monash University, Clayton, 3800, Australia.,University of New England, Armidale, 2351, Australia
| | - Ya I Nesterets
- University of New England, Armidale, 2351, Australia.,Commonwealth Scientific and Industrial Research Organisation, Clayton, 3168, Australia
| | - P M Baran
- The University of Melbourne, Parkville, 3010, Australia
| | - S T Taba
- The University of Sydney, Lidcombe, 2141, Australia
| | - S C Mayo
- Commonwealth Scientific and Industrial Research Organisation, Clayton, 3168, Australia
| | - D Thompson
- University of New England, Armidale, 2351, Australia.,Commonwealth Scientific and Industrial Research Organisation, Clayton, 3168, Australia
| | - B Arhatari
- The University of Melbourne, Parkville, 3010, Australia.,La Trobe University, Bundoora, 3086, Australia
| | - A Mihocic
- La Trobe University, Bundoora, 3086, Australia
| | - B Abbey
- La Trobe University, Bundoora, 3086, Australia
| | - D Lockie
- Maroondah BreastScreen, Ringwood East, 3135, Australia
| | - J Fox
- Monash University, Clayton, 3800, Australia
| | - B Kumar
- Monash University, Clayton, 3800, Australia
| | | | - D Hausermann
- Australian Synchrotron, ANSTO, Clayton, 3168, Australia
| | - A Maksimenko
- Australian Synchrotron, ANSTO, Clayton, 3168, Australia
| | - C Hall
- Australian Synchrotron, ANSTO, Clayton, 3168, Australia
| | - A G Peele
- Australian Synchrotron, ANSTO, Clayton, 3168, Australia
| | - M Dimmock
- Monash University, Clayton, 3800, Australia
| | - K M Pavlov
- Monash University, Clayton, 3800, Australia.,University of New England, Armidale, 2351, Australia.,University of Canterbury, Christchurch, 8041, New Zealand
| | - M Cholewa
- University of Rzeszow, 35-310, Rzeszow, Poland
| | - S Lewis
- The University of Sydney, Lidcombe, 2141, Australia
| | - G Tromba
- Elettra Sincrotrone, 34149, Basovizza, Trieste, Italy
| | - H M Quiney
- The University of Melbourne, Parkville, 3010, Australia
| | - P C Brennan
- The University of Sydney, Lidcombe, 2141, Australia
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Luo W, Arhatari B, Gray SR, Xie M. Seeing is believing: Insights from synchrotron infrared mapping for membrane fouling in osmotic membrane bioreactors. Water Res 2018; 137:355-361. [PMID: 29574245 DOI: 10.1016/j.watres.2018.03.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Revised: 02/16/2018] [Accepted: 03/05/2018] [Indexed: 06/08/2023]
Abstract
We employed synchrotron infrared (IR) mapping to resolve forward osmosis (FO) membrane fouling in osmotic membrane bioreactor (OMBR). Synchrotron IR mapping offers a unique perspective to elucidate the fouling mechanisms and associated consequences in OMBR operation. We demonstrated the spatial distribution and relative intensity of carbohydrate and protein longitudinally along of the fouled FO membrane at the conclusion of OMBR operation. Both transmission and attenuated total reflection (ATR) modes were used to map the cross-section and surface of the fouled FO membrane. Micro X-ray computed tomography revealed patchy, "sand-dune" features on the membrane surface at the conclusion of OMBR operation. Synchrotron IR-ATR mapping demonstrated that the development of membrane fouling layer in OMBR operation was initiated by polysaccharide-like carbohydrate, followed by layering with protein-like substance, resulting in a characteristic "sand-dune" three dimensional feature. Synchrotron FTIR mapping shed light on foulant occurrence and accumulation in the draw solution. Strong penetration of protein-like substance into membrane matrix was visualised, resulting the detection of protein adsorption in the region of membrane supporting layer.
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Affiliation(s)
- Wenhai Luo
- Beijing Key Laboratory of Farmland Soil Pollution Prevention and Remediation, College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, China.
| | - Benedicta Arhatari
- ARC Centre of Excellence for Advanced Molecular Imaging, Department of Chemistry and Physics, La Trobe University, Victoria 3086, Australia
| | - Stephen R Gray
- Institute for Sustainability and Innovation, College of Engineering and Science, Victoria University, PO Box 14428, Melbourne, Victoria 8001, Australia
| | - Ming Xie
- Institute for Sustainability and Innovation, College of Engineering and Science, Victoria University, PO Box 14428, Melbourne, Victoria 8001, Australia.
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Clark GM, Clark J, Cardamone T, Clarke M, Nielsen P, Jones R, Arhatari B, Birbilis N, Curtain R, Xu J, Wagstaff S, Gibson P, O'Leary S, Furness J. Biomedical studies on temporal bones of the first multi-channel cochlear implant patient at the University of Melbourne. Cochlear Implants Int 2014; 15 Suppl 2:S1-15. [PMID: 24915284 DOI: 10.1179/1754762814y.0000000087] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
OBJECTIVE To analyse the temporal bones and implant of the first University of Melbourne's (UOM) patient (MC-1) to receive the multi-channel cochlear prosthesis. METHODS The left cochlea was implanted with the prototype multi-channel cochlear prosthesis on 1 August 1978, and the Cochlear versions CI-22 and CI-24 on 22 June 1983 and 10 November 1998, respectively. MC-1 died in 2007. RESULTS Plain X-rays of the temporal bones showed that after the CI-22 had been explanted seven electrode bands remained in situ. Micro-CT scans also revealed a partially united fracture transecting the left implanted and right control cochleae. Histology indicated a total loss of the organ of Corti on both sides, and a tear of the left basilar membrane. In addition, there was a dense fibrous capsule with heterotopic bone surrounding one proximal band of the CI-22 array that restricted its removal. This pathology was associated with dark particulate material within macrophages, probably due to the release of platinum from the electrode bands. Scanning electron microscopy (SEM) showed possible corrosion of platinum and surface roughening. Three-dimensional reconstruction of the cochlear histology demonstrated the position of the electrode tracts (C1-22 and CI-24) in relation to the spiral ganglion, which showed 85-90% loss of ganglion cells. DISCUSSION AND CONCLUSIONS This study confirms our first histopathological findings that our first free-fitting banded electrode array produced moderate trauma to the cochlea when inserted around the scala tympani of the basal turn. The difficulty in extraction was most likely due to one band being surrounded by an unusually large amount of fibrous tissue and bone, with an electrode band caught due to surface irregularities. Some surface corrosion and a small degree of platinum deposition in the tissue may also help explain the outcome for this long-term cochlear implantation.
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Allitt BJ, Morgan SJ, Bell S, Nayagam DAX, Arhatari B, Clark GM, Paolini AG. Midbrain responses to micro-stimulation of the cochlea using high density thin-film arrays. Hear Res 2012; 287:30-42. [PMID: 22531007 DOI: 10.1016/j.heares.2012.04.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2011] [Revised: 03/28/2012] [Accepted: 04/03/2012] [Indexed: 10/28/2022]
Abstract
A broader activation of auditory nerve fibres than normal using a cochlear implant contributes to poor frequency discrimination. As cochlear implants also deliver a restricted dynamic range, this hinders the ability to segregate sound sources. Better frequency coding and control over amplitude may be achieved by limiting current spread during electrical stimulation of the cochlea and positioning electrodes closer to the modiolus. Thin-film high density microelectrode arrays and conventional platinum ring electrode arrays were used to stimulate the cochlea of urethane-anaesthetized rats and responses compared. Neurophysiological recordings were taken at 197 multi-unit clusters in the central nucleus of the inferior colliculus (CIC), a site that receives direct monaural innervation from the cochlear nucleus. CIC responses to both the platinum ring and high density electrodes were recorded and differences in activity to changes in stimulation intensity, thresholds and frequency coding of neural activation were examined. The high density electrode array elicited less CIC activity at nonspecific frequency regions than the platinum ring electrode array. The high density electrode array produced significantly lower thresholds and larger dynamic ranges than the platinum ring electrode array when positioned close to the modiolus. These results suggest that a higher density of stimulation sites on electrodes that effectively 'aim' current, combined with placement closer to the modiolus would permit finer control over charge delivery. This may equate to improved frequency specific perception and control over amplitude when using future cochlear implant devices.
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Affiliation(s)
- B J Allitt
- School of Psychological Science, La Trobe University, Bundoora, Victoria 3086, Australia
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