408 results on '"EARL accreditation"'
Search Results
2. Generating harmonized SUV within the EANM EARL accreditation program: software approach versus EARL-compliant reconstruction
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Lasnon, Charline, Salomon, Thibault, Desmonts, Cédric, Dô, Pascal, Oulkhouir, Youssef, Madelaine, Jeannick, and Aide, Nicolas
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- 2017
- Full Text
- View/download PDF
3. Service Corresponding To The Earl Accreditation For Positron Emission Tomography Equipment At The Cna
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PET imaging ,Business, international - Abstract
Tenders are invited for Service corresponding to the earl accreditation for positron emission tomography equipment at the cna. Budget base for tender: 6,370.00 Euros Estimated value of the contract: 6,370.00 [...]
- Published
- 2023
4. Implications of the Harmonization of [18F]FDG-PET/CT Imaging for Response Assessment of Treatment in Radiotherapy Planning
- Author
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Elisa Jiménez-Ortega, Raquel Agüera, Ana Ureba, Marcin Balcerzyk, Amadeo Wals-Zurita, Francisco Javier García-Gómez, and Antonio Leal
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EANM guidelines ,EARL accreditation ,harmonization ,FDG-PET ,reconstruction protocol ,radiotherapy planning ,Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
The purpose of this work is to present useful recommendations for the use of [18F]FDG-PET/CT imaging in radiotherapy planning and monitoring under different versions of EARL accreditation for harmonization of PET devices. A proof-of-concept experiment designed on an anthropomorphic phantom was carried out to establish the most suitable interpolation methods of the PET images in the different steps of the planning procedure. Based on PET/CT images obtained by using these optimal interpolations for the old EARL accreditation (EARL1) and for the new one (EARL2), the treatment plannings of representative actual clinical cases were calculated, and the clinical implications of the resulting differences were analyzed. As expected, EARL2 provided smaller volumes with higher resolution than EARL1. The increase in the size of the reconstructed volumes with EARL1 accreditation caused high doses in the organs at risk and in the regions adjacent to the target volumes. EARL2 accreditation allowed an improvement in the accuracy of the PET imaging precision, allowing more personalized radiotherapy. This work provides recommendations for those centers that intend to benefit from the new accreditation, EARL2, and can help build confidence of those that must continue working under the EARL1 accreditation.
- Published
- 2022
- Full Text
- View/download PDF
5. Generating harmonized SUV within the EANM EARL accreditation program: software approach versus EARL-compliant reconstruction
- Author
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Lasnon, Charline, primary, Salomon, Thibault, additional, Desmonts, Cédric, additional, Dô, Pascal, additional, Oulkhouir, Youssef, additional, Madelaine, Jeannick, additional, and Aide, Nicolas, additional
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- 2016
- Full Text
- View/download PDF
6. SUV variability in EARL-accredited conventional and digital PET
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Daniëlle Koopman, Pieter L. Jager, Cornelis H. Slump, Siert Knollema, and Jorn A. van Dalen
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FDG-PET ,EARL-accreditation ,Conventional PET ,Digital PET ,Cancer ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Abstract Background A high SUV-reproducibility is crucial when different PET scanners are in use. We evaluated the SUV variability in whole-body FDG-PET scans of patients with suspected or proven cancer using an EARL-accredited conventional and digital PET scanner. In a head-to-head comparison we studied images of 50 patients acquired on a conventional scanner (cPET, Ingenuity TF PET/CT, Philips) and compared them with images acquired on a digital scanner (dPET, Vereos PET/CT, Philips). The PET scanning order was randomised and EARL-compatible reconstructions were applied. We measured SUVmean, SUVpeak, SUVmax and lesion diameter in up to 5 FDG-positive lesions per patient. The relative difference ΔSUV between cPET and dPET was calculated for each SUV-parameter. Furthermore, we calculated repeatability coefficients, reflecting the 95% confidence interval of ΔSUV. Results We included 128 lesions with an average size of 19 ± 14 mm. Average ΔSUVs were 6-8% with dPET values being higher for all three SUV-parameters (p < 0.001). ΔSUVmax was significantly higher than ΔSUVmean (8% vs. 6%, p = 0.002) and than ΔSUVpeak (8% vs. 7%, p = 0.03). Repeatability coefficients across individual lesions were 27% (ΔSUVmean and ΔSUVpeak) and 33% (ΔSUVmax) (p < 0.001). Conclusions With EARL-accredited conventional and digital PET, we found a limited SUV variability with average differences up to 8%. Furthermore, only a limited number of lesions showed a SUV difference of more than 30%. These findings indicate that EARL standardisation works. Trial registration This prospective study was registered on the 31th of October 2017 at ClinicalTrials.cov. URL: https://clinicaltrials.gov/ct2/show/NCT03457506?id=03457506&rank=1.
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- 2019
- Full Text
- View/download PDF
7. Quantitative implications of the updated EARL 2019 PET–CT performance standards
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Andres Kaalep, Coreline N. Burggraaff, Simone Pieplenbosch, Eline E. Verwer, Terez Sera, Josee Zijlstra, Otto S. Hoekstra, Daniela E. Oprea-Lager, and Ronald Boellaard
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Performance ,Harmonisation ,PET ,CT ,Quantification ,EARL accreditation ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Abstract Purpose Recently, updated EARL specifications (EARL2) have been developed and announced. This study aims at investigating the impact of the EARL2 specifications on the quantitative reads of clinical PET–CT studies and testing a method to enable the use of the EARL2 standards whilst still generating quantitative reads compliant with current EARL standards (EARL1). Methods Thirteen non-small cell lung cancer (NSCLC) and seventeen lymphoma PET–CT studies were used to derive four image datasets—the first dataset complying with EARL1 specifications and the second reconstructed using parameters as described in EARL2. For the third (EARL2F6) and fourth (EARL2F7) dataset in EARL2, respectively, 6 mm and 7 mm Gaussian post-filtering was applied. We compared the results of quantitative metrics (MATV, SUVmax, SUVpeak, SUVmean, TLG, and tumor-to-liver and tumor-to-blood pool ratios) obtained with these 4 datasets in 55 suspected malignant lesions using three commonly used segmentation/volume of interest (VOI) methods (MAX41, A50P, SUV4). Results We found that with EARL2 MAX41 VOI method, MATV decreases by 22%, TLG remains unchanged and SUV values increase by 23–30% depending on the specific metric used. The EARL2F7 dataset produced quantitative metrics best aligning with EARL1, with no significant differences between most of the datasets (p>0.05). Different VOI methods performed similarly with regard to SUV metrics but differences in MATV as well as TLG were observed. No significant difference between NSCLC and lymphoma cancer types was observed. Conclusions Application of EARL2 standards can result in higher SUVs, reduced MATV and slightly changed TLG values relative to EARL1. Applying a Gaussian filter to PET images reconstructed using EARL2 parameters successfully yielded EARL1 compliant data.
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- 2019
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8. EANM/EARL FDG-PET/CT accreditation - summary results from the first 200 accredited imaging systems
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Kaalep, Andres, Sera, Terez, Oyen, Wim, Krause, Bernd J., Chiti, Arturo, Liu, Yan, and Boellaard, Ronald
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- 2017
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9. Feasibility of PET/CT system performance harmonisation for quantitative multicentre 89Zr studies
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Andres Kaalep, Marc Huisman, Terez Sera, Danielle Vugts, Ronald Boellaard, on behalf of EARL, EATRIS, and the TRISTAN Consortium (#IB4SD-116106)
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89Zr ,Performance ,Harmonisation ,PET/CT ,Quantification ,EARL accreditation ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Abstract Purpose The aim of this study was to investigate the variability in quantitative performance and feasibility of quantitative harmonisation in 89Zr PET/CT imaging. Methods Eight EANM EARL-accredited (Kaalep A et al., Eur J Nucl Med Mol Imaging 45:412–22, 2018) PET/CT systems were investigated using phantom acquisitions of uniform and NEMA NU2-2007 body phantoms. The phantoms were filled according to EANM EARL guidelines for [18F]FDG, but [18F]FDG solution was replaced by a 89Zr calibration mixture. For each system, standard uptake value (SUV) accuracy and recovery coefficients (RC) using SUVmean, SUVmax and SUVpeak metrics were determined. Results All eight investigated systems demonstrated similarly shaped RC curves, and five of them exhibited closely aligning recoveries when SUV bias correction was applied. From the evaluated metrics, SUVpeak was found to be least sensitive to noise and reconstruction differences among different systems. Conclusions Harmonisation of PET/CT scanners for quantitative 89Zr studies is feasible when proper scanner-dose calibrator cross-calibration and harmonised image reconstruction procedures are followed. An accreditation programme for PET/CT scanners would facilitate multicentre 89Zr quantitative studies.
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- 2018
- Full Text
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10. EANM/EARL harmonization strategies in PET quantification: from daily practice to multicentre oncological studies
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Aide, Nicolas, Lasnon, Charline, Veit-Haibach, Patrick, Sera, Terez, Sattler, Bernhard, and Boellaard, Ronald
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- 2017
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11. Why harmonization is needed when using FDG PET/CT as a prognosticator: demonstration with EARL-compliant SUV as an independent prognostic factor in lung cancer
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Houdu, Benjamin, Lasnon, Charline, Licaj, Idlir, Thomas, Guy, Do, Pascal, Guizard, Anne-Valerie, Desmonts, Cédric, and Aide, Nicolas
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- 2019
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12. Feasibility of state of the art PET/CT systems performance harmonisation
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Kaalep, Andres, Sera, Terez, Rijnsdorp, Sjoerd, Yaqub, Maqsood, Talsma, Anne, Lodge, Martin A., and Boellaard, Ronald
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- 2018
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13. 18F-FDG PET/CT heterogeneity quantification through textural features in the era of harmonisation programs: a focus on lung cancer
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Lasnon, Charline, Majdoub, Mohamed, Lavigne, Brice, Do, Pascal, Madelaine, Jeannick, Visvikis, Dimitris, Hatt, Mathieu, and Aide, Nicolas
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- 2016
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- View/download PDF
14. Impact of the EARL harmonization program on automatic delineation of metabolic active tumour volumes (MATVs)
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Charline Lasnon, Blandine Enilorac, Hosni Popotte, and Nicolas Aide
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FDG ,PET ,MATV ,Harmonization ,EARL accreditation program ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Abstract Background The clinical validation of the EARL harmonization program for standardised uptake value (SUV) metrics is well documented; however, its potential for defining metabolic active tumour volume (MATV) has not yet been investigated. We aimed to compare delineation of MATV on images reconstructed using conventional ordered subset expectation maximisation (OSEM) with those reconstructed using point spread function modelling (PSF-reconstructed images), and either optimised for diagnostic potential (PSF) or filtered to meet the EANM/EARL harmonising standards (PSF7). Methods Images from 18 stage IIIA-IIIB lung cancer patients were reconstructed using all the three methods. MATVs were then delineated using both a 40% isocontour and a gradient-based method. MATVs were compared by means of Bland–Altman analyses, and Dice coefficients and concordance indices based on the unions and intersections between each pair of reconstructions (PSF vs OSEM, PSF7 vs PSF and PSF7 vs OSEM). Results Using the 40% isocontour method and taking the MATVs delineated on OSEM images as a reference standard, the use of PSF7 images led to significantly higher Dice coefficients (median value = 0.96 vs 0.77; P
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- 2017
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15. PET/MRI in practice: a clinical centre survey endorsed by the European Association of Nuclear Medicine (EANM) and the EANM Forschungs GmbH (EARL)
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Prakken, Niek H J, Besson, Florent L, Borra, Ronald J H, Büther, Florian, Buechel, Ronny R, Catana, Ciprian, Chiti, Arturo, Dierckx, Rudi A J O, Dweck, Marc R, Erba, Paola A, Glaudemans, Andor W J M, Gormsen, Lars C, Hristova, Ivalina, Koole, Michel, Kwee, Thomas C, Mottaghy, Felix M, Polycarpou, Irene, Prokop, Mathias, Stegger, Lars, Tsoumpas, Charalampos, Slart, Riemer H J A, Prakken, N, Besson, F, Borra, R, Büther, F, Buechel, R, Catana, C, Chiti, A, Dierckx, R, Dweck, M, Erba, P, Glaudemans, A, Gormsen, L, Hristova, I, Koole, M, Kwee, T, Mottaghy, F, Polycarpou, I, Prokop, M, Stegger, L, Tsoumpas, C, Slart, R, and University of Zurich
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PET-MR, hybrid imaging, survey, EARL accreditation ,610 Medicine & health ,10181 Clinic for Nuclear Medicine - Published
- 2023
16. Patient’s weight: a neglected cause of variability in SUV measurements? A survey from an EARL accredited PET centre in 513 patients
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Lasnon, Charline, Houdu, Benjamin, Kammerer, Emmanuel, Salomon, Thibault, Devreese, Jeremy, Lebasnier, Adrien, and Aide, Nicolas
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- 2016
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17. Generating harmonized SUV within the EANM EARL accreditation program: software approach versus EARL-compliant reconstruction
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Lasnon C, Salomon T, Desmonts C, Dô P, Oulkhouir Y, Madelaine J, and Nicolas Aide
18. Implications of the Harmonization of [ 18 F]FDG-PET/CT Imaging for Response Assessment of Treatment in Radiotherapy Planning.
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Jiménez-Ortega, Elisa, Agüera, Raquel, Ureba, Ana, Balcerzyk, Marcin, Wals-Zurita, Amadeo, García-Gómez, Francisco Javier, and Leal, Antonio
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RADIOTHERAPY treatment planning ,POSITRON emission tomography ,COMPUTED tomography ,FOUR-dimensional imaging - Abstract
The purpose of this work is to present useful recommendations for the use of [
18 F]FDG-PET/CT imaging in radiotherapy planning and monitoring under different versions of EARL accreditation for harmonization of PET devices. A proof-of-concept experiment designed on an anthropomorphic phantom was carried out to establish the most suitable interpolation methods of the PET images in the different steps of the planning procedure. Based on PET/CT images obtained by using these optimal interpolations for the old EARL accreditation (EARL1) and for the new one (EARL2), the treatment plannings of representative actual clinical cases were calculated, and the clinical implications of the resulting differences were analyzed. As expected, EARL2 provided smaller volumes with higher resolution than EARL1. The increase in the size of the reconstructed volumes with EARL1 accreditation caused high doses in the organs at risk and in the regions adjacent to the target volumes. EARL2 accreditation allowed an improvement in the accuracy of the PET imaging precision, allowing more personalized radiotherapy. This work provides recommendations for those centers that intend to benefit from the new accreditation, EARL2, and can help build confidence of those that must continue working under the EARL1 accreditation. [ABSTRACT FROM AUTHOR]- Published
- 2022
- Full Text
- View/download PDF
19. Implications of the Harmonization of [18F]FDG-PET/CT Imaging for Response Assessment of Treatment in Radiotherapy Planning
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Universidad de Sevilla. Departamento de Fisiología Médica y Biofísica, European Union (UE), Junta de Andalucía, European Commission (EC). Fondo Europeo de Desarrollo Regional (FEDER), Jiménez Ortega, Elisa Eugenia, Agüera Rodríguez, Raquel, Ureba Sánchez, Ana María, Balcerzyk, Marcin, Wals Zurita, Amadeo, García Gómez, Francisco Javier, Leal Plaza, Antonio, Universidad de Sevilla. Departamento de Fisiología Médica y Biofísica, European Union (UE), Junta de Andalucía, European Commission (EC). Fondo Europeo de Desarrollo Regional (FEDER), Jiménez Ortega, Elisa Eugenia, Agüera Rodríguez, Raquel, Ureba Sánchez, Ana María, Balcerzyk, Marcin, Wals Zurita, Amadeo, García Gómez, Francisco Javier, and Leal Plaza, Antonio
- Abstract
The purpose of this work is to present useful recommendations for the use of [18F]FDG-PET/CT imaging in radiotherapy planning and monitoring under different versions of EARL accreditation for harmonization of PET devices. A proof-of-concept experiment designed on an anthropomorphic phantom was carried out to establish the most suitable interpolation methods of the PET images in the different steps of the planning procedure. Based on PET/CT images obtained by using these optimal interpolations for the old EARL accreditation (EARL1) and for the new one (EARL2), the treatment plannings of representative actual clinical cases were calculated, and the clinical implications of the resulting differences were analyzed. As expected, EARL2 provided smaller volumes with higher resolution than EARL1. The increase in the size of the reconstructed volumes with EARL1 accreditation caused high doses in the organs at risk and in the regions adjacent to the target volumes. EARL2 accreditation allowed an improvement in the accuracy of the PET imaging precision, allowing more personalized radiotherapy. This work provides recommendations for those centers that intend to benefit from the new accreditation, EARL2, and can help build confidence of those that must continue working under the EARL1 accreditation.
- Published
- 2022
20. Implications of the Harmonization of [18F]FDG-PET/CT Imaging for Response Assessment of Treatment in Radiotherapy Planning
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Jiménez-Ortega, Elisa, Agüera, Raquel, Ureba, Ana, Balcerzyk, Marcin, Wals-Zurita, Amadeo, García-Gómez, Francisco Javier, Leal, Antonio, Jiménez-Ortega, Elisa, Agüera, Raquel, Ureba, Ana, Balcerzyk, Marcin, Wals-Zurita, Amadeo, García-Gómez, Francisco Javier, and Leal, Antonio
- Abstract
The purpose of this work is to present useful recommendations for the use of [18F]FDG-PET/CT imaging in radiotherapy planning and monitoring under different versions of EARL accreditation for harmonization of PET devices. A proof-of-concept experiment designed on an anthropomorphic phantom was carried out to establish the most suitable interpolation methods of the PET images in the different steps of the planning procedure. Based on PET/CT images obtained by using these optimal interpolations for the old EARL accreditation (EARL1) and for the new one (EARL2), the treatment plannings of representative actual clinical cases were calculated, and the clinical implications of the resulting differences were analyzed. As expected, EARL2 provided smaller volumes with higher resolution than EARL1. The increase in the size of the reconstructed volumes with EARL1 accreditation caused high doses in the organs at risk and in the regions adjacent to the target volumes. EARL2 accreditation allowed an improvement in the accuracy of the PET imaging precision, allowing more personalized radiotherapy. This work provides recommendations for those centers that intend to benefit from the new accreditation, EARL2, and can help build confidence of those that must continue working under the EARL1 accreditation.
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- 2022
- Full Text
- View/download PDF
21. Implications of the Harmonization of [18F]FDG-PET/CT Imaging for Response Assessment of Treatment in Radiotherapy Planning
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European Commission, Junta de Andalucía, Jiménez Ortega, Elisa, Agüera, Raquel, Ureba, Ana, Balcerzyk, Marcin, Wals-Zurita, Amadeo, García-García, Francisco J., Leal, Antonio, European Commission, Junta de Andalucía, Jiménez Ortega, Elisa, Agüera, Raquel, Ureba, Ana, Balcerzyk, Marcin, Wals-Zurita, Amadeo, García-García, Francisco J., and Leal, Antonio
- Abstract
The purpose of this work is to present useful recommendations for the use of [F]FDG-PET/CT imaging in radiotherapy planning and monitoring under different versions of EARL accreditation for harmonization of PET devices. A proof-of-concept experiment designed on an an-thropomorphic phantom was carried out to establish the most suitable interpolation methods of the PET images in the different steps of the planning procedure. Based on PET/CT images obtained by using these optimal interpolations for the old EARL accreditation (EARL1) and for the new one (EARL2), the treatment plannings of representative actual clinical cases were calculated, and the clinical implications of the resulting differences were analyzed. As expected, EARL2 provided smaller volumes with higher resolution than EARL1. The increase in the size of the reconstructed volumes with EARL1 accreditation caused high doses in the organs at risk and in the regions adjacent to the target volumes. EARL2 accreditation allowed an improvement in the accuracy of the PET imaging precision, allowing more personalized radiotherapy. This work provides recommendations for those centers that intend to benefit from the new accreditation, EARL2, and can help build confidence of those that must continue working under the EARL1 accreditation.
- Published
- 2022
22. EANM/EARL harmonization strategies in PET quantification: from daily practice to multicentre oncological studies
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Nicolas Aide, Bernhard Sattler, Patrick Veit-Haibach, Ronald Boellaard, Charline Lasnon, Terez Sera, Service de médecine nucléaire [CHU Caen], Université de Caen Normandie (UNICAEN), Normandie Université (NU)-Normandie Université (NU)-CHU Caen, Normandie Université (NU)-Tumorothèque de Caen Basse-Normandie (TCBN)-Tumorothèque de Caen Basse-Normandie (TCBN), Unité de recherche interdisciplinaire pour la prévention et le traitement des cancers (ANTICIPE), Normandie Université (NU)-Tumorothèque de Caen Basse-Normandie (TCBN)-Tumorothèque de Caen Basse-Normandie (TCBN)-Centre Régional de Lutte contre le Cancer François Baclesse [Caen] (UNICANCER/CRLC), UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU)-UNICANCER-Institut National de la Santé et de la Recherche Médicale (INSERM), University hospital of Zurich [Zurich], University of Toronto, University of Szeged [Szeged], University Hospital Leipzig, University of Groningen [Groningen], VU University Medical Center [Amsterdam], The publication of this article was supported byfunds of the European Association of Nuclear Medicine (EANM)., CHU Caen, Normandie Université (NU)-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU)-Tumorothèque de Caen Basse-Normandie (TCBN)-Université de Caen Normandie (UNICAEN), Normandie Université (NU)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre Régional de Lutte contre le Cancer François Baclesse [Caen] (UNICANCER/CRLC), UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU)-UNICANCER, Duchange, Nathalie, University of Zurich, and Aide, Nicolas
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STANDARDIZED UPTAKE VALUE ,Review Article ,030218 nuclear medicine & medical imaging ,0302 clinical medicine ,TUMOR ,Neoplasms ,IMAGE QUALITY PHANTOM ,Multicenter Studies as Topic ,Medicine ,CLINICAL-EVALUATION ,Societies, Medical ,medicine.diagnostic_test ,General Medicine ,Reference Standards ,Magnetic Resonance Imaging ,ATTENUATION CORRECTION ,3. Good health ,SUV ,EORTC ,Positron emission tomography ,030220 oncology & carcinogenesis ,Biomarker (medicine) ,Radiology ,medicine.drug ,medicine.medical_specialty ,PET/CT ,CELL LUNG-CANCER ,INTEGRATED PET/MR ,WHOLE-BODY PET/MR ,Standardized uptake value ,Harmonization ,610 Medicine & health ,[SDV.CAN]Life Sciences [q-bio]/Cancer ,Deauville score ,03 medical and health sciences ,[SDV.CAN] Life Sciences [q-bio]/Cancer ,Humans ,2741 Radiology, Nuclear Medicine and Imaging ,Radiology, Nuclear Medicine and imaging ,Medical physics ,EARL accreditation ,Accreditation ,Fluorodeoxyglucose ,PET-CT ,business.industry ,MATV ,10181 Clinic for Nuclear Medicine ,PERFORMANCE ,Clinical trial ,PENALIZED LIKELIHOOD RECONSTRUCTION ,Positron-Emission Tomography ,business ,PERCIST - Abstract
International audience; Quantitative positron emission tomography/computed tomography (PET/CT) can be used as diagnostic or prognostic tools (i.e. single measurement) or for therapy monitoring (i.e. longitudinal studies) in multicentre studies. Use of quantitative parameters, such as standardized uptake values (SUVs), metabolic active tumor volumes (MATVs) or total lesion glycolysis (TLG), in a multicenter setting requires that these parameters be comparable among patients and sites, regardless of the PET/CT system used. This review describes the motivations and the methodologies for quantitative PET/CT performance harmonization with emphasis on the EANM Research Ltd. (EARL) Fluorodeoxyglucose (FDG) PET/CT accreditation program, one of the international harmonization programs aiming at using FDG PET as a quantitative imaging biomarker. In addition, future accreditation initiatives will be discussed. The validation of the EARL accreditation program to harmonize SUVs and MATVs is described in a wide range of tumor types, with focus on therapy assessment using either the European Organization for Research and Treatment of Cancer (EORTC) criteria or PET Evaluation Response Criteria in Solid Tumors (PERCIST), as well as liver-based scales such as the Deauville score. Finally, also presented in this paper are the results from a survey across 51 EARL-accredited centers reporting how the program was implemented and its impact on daily routine and in clinical trials, harmonization of new metrics such as MATV and heterogeneity features
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- 2017
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23. SUV variability in EARL-accredited conventional and digital PET
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Jorn A. van Dalen, Cornelis H. Slump, Siert Knollema, Daniëlle Koopman, Pieter L. Jager, and Robotics and Mechatronics
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lcsh:Medical physics. Medical radiology. Nuclear medicine ,business.industry ,EARL-accreditation ,lcsh:R895-920 ,Conventional PET ,Repeatability ,Confidence interval ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Average size ,030220 oncology & carcinogenesis ,Pet scanner ,Medicine ,Radiology, Nuclear Medicine and imaging ,Nuclear medicine ,business ,FDG-PET ,Digital PET ,Cardiac imaging ,Original Research ,Cancer - Abstract
Background A high SUV-reproducibility is crucial when different PET scanners are in use. We evaluated the SUV variability in whole-body FDG-PET scans of patients with suspected or proven cancer using an EARL-accredited conventional and digital PET scanner. In a head-to-head comparison we studied images of 50 patients acquired on a conventional scanner (cPET, Ingenuity TF PET/CT, Philips) and compared them with images acquired on a digital scanner (dPET, Vereos PET/CT, Philips). The PET scanning order was randomised and EARL-compatible reconstructions were applied. We measured SUVmean, SUVpeak, SUVmax and lesion diameter in up to 5 FDG-positive lesions per patient. The relative difference ΔSUV between cPET and dPET was calculated for each SUV-parameter. Furthermore, we calculated repeatability coefficients, reflecting the 95% confidence interval of ΔSUV. Results We included 128 lesions with an average size of 19 ± 14 mm. Average ΔSUVs were 6-8% with dPET values being higher for all three SUV-parameters (p < 0.001). ΔSUVmax was significantly higher than ΔSUVmean (8% vs. 6%, p = 0.002) and than ΔSUVpeak (8% vs. 7%, p = 0.03). Repeatability coefficients across individual lesions were 27% (ΔSUVmean and ΔSUVpeak) and 33% (ΔSUVmax) (p < 0.001). Conclusions With EARL-accredited conventional and digital PET, we found a limited SUV variability with average differences up to 8%. Furthermore, only a limited number of lesions showed a SUV difference of more than 30%. These findings indicate that EARL standardisation works. Trial registration This prospective study was registered on the 31th of October 2017 at ClinicalTrials.cov. URL: https://clinicaltrials.gov/ct2/show/NCT03457506?id=03457506&rank=1.
- Published
- 2019
24. Why harmonization is needed when using FDG PET/CT as a prognosticator: demonstration with EARL-compliant SUV as an independent prognostic factor in lung cancer
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Nicolas Aide, Cédric Desmonts, Anne-Valérie Guizard, Benjamin Houdu, Guy Thomas, Pascal Do, Charline Lasnon, Idlir Licaj, Service de médecine nucléaire [CHU Caen], Université de Caen Normandie (UNICAEN), Normandie Université (NU)-Normandie Université (NU)-CHU Caen, Normandie Université (NU)-Tumorothèque de Caen Basse-Normandie (TCBN)-Tumorothèque de Caen Basse-Normandie (TCBN), Unité de recherche interdisciplinaire pour la prévention et le traitement des cancers (ANTICIPE), CHU Caen, Normandie Université (NU)-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU)-Tumorothèque de Caen Basse-Normandie (TCBN)-Université de Caen Normandie (UNICAEN), Normandie Université (NU)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre Régional de Lutte contre le Cancer François Baclesse [Caen] (UNICANCER/CRLC), UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU)-UNICANCER, Centre de recherche clinique [CHU Caen] (CRC), Normandie Université (NU)-Normandie Université (NU)-Centre Régional de Lutte contre le Cancer François Baclesse [Caen] (UNICANCER/CRLC), UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU)-UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN)-CHU Caen, Normandie Université (NU)-Tumorothèque de Caen Basse-Normandie (TCBN), Centre Régional de Lutte contre le Cancer François Baclesse [Caen] (UNICANCER/CRLC), UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU), Normandie Université (NU)-Tumorothèque de Caen Basse-Normandie (TCBN)-Tumorothèque de Caen Basse-Normandie (TCBN)-Centre Régional de Lutte contre le Cancer François Baclesse [Caen] (UNICANCER/CRLC), UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU)-UNICANCER-Institut National de la Santé et de la Recherche Médicale (INSERM), and Bodescot, Myriam
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Male ,Prognostic factor ,Lung Neoplasms ,Survival ,PET/CT ,FDG ,[SDV.CAN]Life Sciences [q-bio]/Cancer ,EARL accreditation program ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Prognosticator ,[SDV.CAN] Life Sciences [q-bio]/Cancer ,Fluorodeoxyglucose F18 ,Carcinoma, Non-Small-Cell Lung ,Positron Emission Tomography Computed Tomography ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Lung cancer ,Aged ,Retrospective Studies ,PET-CT ,business.industry ,Biological Transport ,General Medicine ,Middle Aged ,Reference Standards ,medicine.disease ,Prognosis ,3. Good health ,Harmonization ,030220 oncology & carcinogenesis ,Calibration ,Fdg pet ct ,Female ,Nuclear medicine ,business ,Non-small-cell lung cancer - Abstract
International audience; BACKGROUND:To determine EARL-compliant prognostic SUV thresholds in a mature cohort of patients with locally advanced NSCLC, and to demonstrate how detrimental it is to use a threshold determined on an older-generation PET system with a newer PET/CT machine, and vice versa, or to use such a threshold with non-harmonized multicentre pooled data.MATERIALS AND METHODS:This was a single-centre retrospective study including 139 consecutive stage IIIA-IIIB patients. PET data were acquired as per the EANM guidelines and reconstructed with unfiltered point spread function (PSF) reconstruction. Subsequently, a 6.3 mm Gaussian filter was applied using the EQ.PET (Siemens Healthineers) methodology to meet the EANM/EARL harmonizing standards (PSFEARL). A multicentre study including non-EARL-compliant systems was simulated by randomly creating four groups of patients whose images were reconstructed with unfiltered PSF and PSF with Gaussian post-filtering of 3, 5, and 10 mm. Identification of optimal SUV thresholds was based on a two-fold cross-validation process that partitioned the overall sample into learning and validation subsamples. Proportional Cox hazards models were used to estimate age-adjusted and multivariable-adjusted hazard ratios (HRs) and their 95% confidence intervals. Kaplan-Meier curves were compared using the log rank test.RESULTS:Median follow-up was 28 months (1-104 months). For the whole population, the estimated overall survival rate at 36 months was 0.39 [0.31-0.47]. The optimal SUVmax cutoff value was 25.43 (95% CI: 23.41-26.31) and 8.47 (95% CI: 7.23-9.31) for the PSF and for the EARL-compliant dataset respectively. These SUVmax cutoff values were both significantly and independently associated with lung cancer mortality; HRs were 1.73 (1.05-2.84) and 1.92 (1.16-3.19) for the PSF and the EARL-compliant dataset respectively. When (i) applying the optimal PSF SUVmax cutoff on an EARL-compliant dataset and the optimal EARL SUVmax cutoff on a PSF dataset or (ii) applying the optimal EARL compliant SUVmax cutoff to a simulated multicentre dataset, the tumour SUVmax was no longer significantly associated with lung cancer mortality.CONCLUSION:The present study provides the PET community with an EARL-compliant SUVmax as an independent prognosticator for advanced NSCLC that should be confirmed in a larger cohort, ideally at other EARL accredited centres, and highlights the need to harmonize PET quantitative metrics when using them for risk stratification of patients.
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- 2018
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25. Impact of the EARL harmonization program on automatic delineation of metabolic active tumour volumes (MATVs)
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Nicolas Aide, Blandine Enilorac, Charline Lasnon, Hosni Popotte, Service de médecine nucléaire [CHU Caen], Université de Caen Normandie (UNICAEN), Normandie Université (NU)-Normandie Université (NU)-CHU Caen, Normandie Université (NU)-Tumorothèque de Caen Basse-Normandie (TCBN)-Tumorothèque de Caen Basse-Normandie (TCBN), Unité de recherche interdisciplinaire pour la prévention et le traitement des cancers (ANTICIPE), CHU Caen, Normandie Université (NU)-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU)-Tumorothèque de Caen Basse-Normandie (TCBN)-Université de Caen Normandie (UNICAEN), Normandie Université (NU)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre Régional de Lutte contre le Cancer François Baclesse [Caen] (UNICANCER/CRLC), UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU)-UNICANCER, Centre Régional de Lutte contre le Cancer François Baclesse [Caen] (UNICANCER/CRLC), UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU), Normandie Université (NU)-Tumorothèque de Caen Basse-Normandie (TCBN)-Tumorothèque de Caen Basse-Normandie (TCBN)-Centre Régional de Lutte contre le Cancer François Baclesse [Caen] (UNICANCER/CRLC), UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU)-UNICANCER-Institut National de la Santé et de la Recherche Médicale (INSERM), and Duchange, Nathalie
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Point spread function ,lcsh:Medical physics. Medical radiology. Nuclear medicine ,FDG ,Short Communication ,Concordance ,lcsh:R895-920 ,Dice ,[SDV.CAN]Life Sciences [q-bio]/Cancer ,EARL accreditation program ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,[SDV.CAN] Life Sciences [q-bio]/Cancer ,Medicine ,Radiology, Nuclear Medicine and imaging ,Reference standards ,Cardiac imaging ,Contouring ,business.industry ,MATV ,Reconstruction method ,PET ,Harmonization ,030220 oncology & carcinogenesis ,Tumour volume ,business ,Nuclear medicine - Abstract
Background The clinical validation of the EARL harmonization program for standardised uptake value (SUV) metrics is well documented; however, its potential for defining metabolic active tumour volume (MATV) has not yet been investigated. We aimed to compare delineation of MATV on images reconstructed using conventional ordered subset expectation maximisation (OSEM) with those reconstructed using point spread function modelling (PSF-reconstructed images), and either optimised for diagnostic potential (PSF) or filtered to meet the EANM/EARL harmonising standards (PSF7). Methods Images from 18 stage IIIA-IIIB lung cancer patients were reconstructed using all the three methods. MATVs were then delineated using both a 40% isocontour and a gradient-based method. MATVs were compared by means of Bland–Altman analyses, and Dice coefficients and concordance indices based on the unions and intersections between each pair of reconstructions (PSF vs OSEM, PSF7 vs PSF and PSF7 vs OSEM). Results Using the 40% isocontour method and taking the MATVs delineated on OSEM images as a reference standard, the use of PSF7 images led to significantly higher Dice coefficients (median value = 0.96 vs 0.77; P
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- 2017
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26. [18F]FDG administered activity reduction capabilities of a 32-cm axial field-of-view solid-state digital bismuth germanium oxide PET/CT system while maintaining EARL compliance
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van de Burgt, Alina, Dibbets-Schneider, Petra, Kotasidis, Fotis, de Geus-Oei, Lioe-Fee, Rietbergen, Daphne D.D., and van Velden, Floris H.P.
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- 2025
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27. Experimental phantom evaluation to identify robust positron emission tomography (PET) radiomic features.
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Carles, Montserrat, Fechter, Tobias, Martí-Bonmatí, Luis, Baltas, Dimos, and Mix, Michael
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COMPUTED tomography ,KURTOSIS ,POSITRON emission tomography ,RADIOMICS ,BONFERRONI correction ,RANK correlation (Statistics) - Abstract
Background: Radiomics analysis usually involves, especially in multicenter and large hospital studies, different imaging protocols for acquisition, reconstruction, and processing of data. Differences in protocols can lead to differences in the quantification of the biomarker distribution, leading to radiomic feature variability. The aim of our study was to identify those radiomic features robust to the different degrading factors in positron emission tomography (PET) studies. We proposed the use of the standardized measurements of the European Association Research Ltd. (EARL) accreditation to retrospectively identify the radiomic features having low variability to the different systems and reconstruction protocols. In addition, we presented a reproducible procedure to identify PET radiomic features robust to PET/CT imaging metal artifacts. In 27 heterogeneous homemade phantoms for which ground truth was accurately defined by CT segmentation, we evaluated the segmentation accuracy and radiomic feature reliability given by the contrast-oriented algorithm (COA) and the 40% threshold PET segmentation. In the comparison of two data sets, robustness was defined by Wilcoxon rank tests, bias was quantified by Bland–Altman (BA) plot analysis, and strong correlations were identified by Spearman correlation test (r > 0.8 and p satisfied multiple test Bonferroni correction). Results: Forty-eight radiomic features were robust to system, 22 to resolution, 102 to metal artifacts, and 42 to different PET segmentation tools. Overall, only 4 radiomic features were simultaneously robust to all degrading factors. Although both segmentation approaches significantly underestimated the volume with respect to the ground truth, with relative deviations of −62 ± 36% for COA and −50 ± 44% for 40%, radiomic features derived from the ground truth were strongly correlated and/or robust to 98 radiomic features derived from COA and to 102 from 40%. Conclusion: In multicenter studies, we recommend the analysis of EARL accreditation measurements in order to retrospectively identify the robust PET radiomic features. Furthermore, 4 radiomic features (area under the curve of the cumulative SUV volume histogram, skewness, kurtosis, and gray-level variance derived from GLRLM after application of an equal probability quantization algorithm on the voxels within lesion) were robust to all degrading factors. In addition, the feasibility of 40% and COA segmentations for their use in radiomics analysis has been demonstrated. [ABSTRACT FROM AUTHOR]
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- 2021
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28. EANM/EARL FDG-PET/CT accreditation - summary results from the first 200 accredited imaging systems.
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Kaalep, Andres, Sera, Terez, Oyen, Wim, Krause, Bernd J., Chiti, Arturo, Liu, Yan, and Boellaard, Ronald
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POSITRON emission tomography ,FLUORODEOXYGLUCOSE F18 ,ACCREDITATION ,DIAGNOSTIC imaging ,TOMOGRAPHY image quality - Abstract
Purpose: From 2010 until July 2016, the EANM Research Ltd. (EARL) FDG-PET/CT accreditation program has collected over 2500 phantom datasets from approximately 200 systems and 150 imaging sites worldwide. The objective of this study is to report the findings and impact of the accreditation program on the participating PET/CT systems. Methods: To obtain and maintain EARL accredited status, sites were required to complete and submit two phantom scans - calibration quality control (CalQC), using a uniform cylindrical phantom and image quality control (IQQC), using a NEMA NU2-2007 body phantom. Average volumetric SUV bias and SUV recovery coefficients (RC) were calculated and the data evaluated on the basis of quality control (QC) type, approval status, PET/CT system manufacturer and submission order. Results: SUV bias in 5% ( n = 96) of all CalQC submissions ( n = 1816) exceeded 10%. After corrective actions following EARL feedback, sites achieved 100% compliance within EARL specifications. 30% ( n = 1381) of SUVmean and 23% ( n = 1095) of SUVmax sphere recoveries from IQQC submissions failed to meet EARL accreditation criteria while after accreditation, failure rate decreased to 12% ( n = 360) and 9% ( n = 254), respectively. Most systems demonstrated longitudinal SUV bias reproducibility within ±5%, while RC values remained stable and generally within ±10% for the four largest and ±20% for the two smallest spheres. Conclusions: Regardless of manufacturer or model, all investigated systems are able to comply with the EARL specifications. Within the EARL accreditation program, gross PET/CT calibration errors are successfully identified and longitudinal variability in PET/CT performances reduced. The program demonstrates that a harmonising accreditation procedure is feasible and achievable. [ABSTRACT FROM AUTHOR]
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- 2018
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29. Application of EARL (ResEARch 4 Life®) protocols for [18F]FDG-PET/CT clinical and research studies. A roadmap towards exact recovery coefficient.
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Balcerzyk, Marcin, Fernández-López, Rosa, Parrado-Gallego, Ángel, Pachón-Garrudo, Víctor Manuel, Chavero -Royan, José, Hevilla, Juan, Jiménez-Ortega, Elisa, and Leal, Antonio
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TUMOR diagnosis , *COMPUTED tomography , *TUMOR treatment , *FLUORODEOXYGLUCOSE F18 , *RADIOTHERAPY , *ONCOLOGY - Abstract
Tumour uptake value is a critical result in [ 18 F]FDG-PET/CT ([ 18 F]fluorodeoxyglucose) quantitative scans such as the dose prescription for radiotherapy and oncology. The quantification is highly dependent on the protocol of acquisition and reconstruction of the image, especially in low activity tumours. During adjusting acquisition and reconstruction protocols available in our Siemens Biograph mCT scanner for EARL (ResEARch 4 Life®) [ 18 F]FDG-PET/CT accreditation requirements, we developed reconstruction protocols which will be used in PET based radiotherapy planning able to reduce inter-/intra-institute variability in Standard Uptake Value (SUV) results, and to bring Recovery Coefficient to 1 as close as possible for Image Quality NEMA 2007 phantom. Primary and secondary tumours from two patients were assessed by four independent evaluators. The influence of reconstruction protocols on tumour clinical assessment was presented. We proposed the improvement route for EARL accredited protocols so that they may be developed in classes to take advantage of scanner possibilities. The application of optimized reconstruction protocol eliminates the need of partial volume corrections. [ABSTRACT FROM AUTHOR]
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- 2017
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30. Convolutional neural networks for automatic image quality control and EARL compliance of PET images.
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Pfaehler, Elisabeth, Euba, Daniela, Rinscheid, Andreas, Hoekstra, Otto S., Zijlstra, Josee, van Sluis, Joyce, Brouwers, Adrienne H., Lapa, Constantin, and Boellaard, Ronald
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CONVOLUTIONAL neural networks ,MACHINE learning - Abstract
Background: Machine learning studies require a large number of images often obtained on different PET scanners. When merging these images, the use of harmonized images following EARL-standards is essential. However, when including retrospective images, EARL accreditation might not have been in place. The aim of this study was to develop a convolutional neural network (CNN) that can identify retrospectively if an image is EARL compliant and if it is meeting older or newer EARL-standards. Materials and methods: 96 PET images acquired on three PET/CT systems were included in the study. All images were reconstructed with the locally clinically preferred, EARL1, and EARL2 compliant reconstruction protocols. After image pre-processing, one CNN was trained to separate clinical and EARL compliant reconstructions. A second CNN was optimized to identify EARL1 and EARL2 compliant images. The accuracy of both CNNs was assessed using fivefold cross-validation. The CNNs were validated on 24 images acquired on a PET scanner not included in the training data. To assess the impact of image noise on the CNN decision, the 24 images were reconstructed with different scan durations. Results: In the cross-validation, the first CNN classified all images correctly. When identifying EARL1 and EARL2 compliant images, the second CNN identified 100% EARL1 compliant and 85% EARL2 compliant images correctly. The accuracy in the independent dataset was comparable to the cross-validation accuracy. The scan duration had almost no impact on the results. Conclusion: The two CNNs trained in this study can be used to retrospectively include images in a multi-center setting by, e.g., adding additional smoothing. This method is especially important for machine learning studies where the harmonization of images from different PET systems is essential. [ABSTRACT FROM AUTHOR]
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- 2022
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31. Considerations for SUV measurement in PSMA PET/CT reporting: a call for standardisation and best practices.
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de Keizer, Bart, Braat, Arthur J.A.T., Lam, Marnix G.E.H., and van Rooij, Rob
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LEAN body mass , *IMAGING systems , *IMAGE analysis , *NUCLEAR medicine , *INTEGRATED health care delivery - Abstract
The letter published in the European Journal of Nuclear Medicine & Molecular Imaging praises a recent article on standardizing PSMA PET/CT reporting to improve communication and consistency in interpreting imaging results for prostate cancer. The proposed template aims to harmonize imaging reports across institutions, emphasizing the importance of using the SUV lean body mass (SUL) formulation for SUV measurement to avoid skewed results, especially in heavier patients. Adherence to EARL accreditation guidelines for PET reconstruction is also highlighted to ensure comparability of SUV values across different systems, with a caution on variations in SUV values due to different PSMA tracers used in PET/CT. [Extracted from the article]
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- 2025
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32. The predictive power of 18F-FDG PET/CT two-lesions radiomics and conventional models in classical Hodgkin's Lymphoma: a comparative retrospectively-validated study.
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Triumbari, Elizabeth Katherine Anna, Morland, David, Gatta, Roberto, Boldrini, Luca, De Summa, Marco, Chiesa, Silvia, Cuccaro, Annarosa, Maiolo, Elena, Hohaus, Stefan, and Annunziata, Salvatore
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RADIOMICS ,POSITRON emission tomography computed tomography ,PREDICTION models ,SURVIVAL analysis (Biometry) ,HODGKIN'S disease ,PREDICTIVE tests ,RETROSPECTIVE studies ,DISEASE risk factors - Abstract
In a previous preliminary study, radiomic features from the largest and the hottest lesion in baseline
18 F-FDG PET/CT (bPET/CT) of classical Hodgkin's Lymphoma (cHL) predicted early response-to-treatment and prognosis. Aim of this large retrospectively-validated study is to evaluate the predictive role of two-lesions radiomics in comparison with other clinical and conventional PET/CT models. cHL patients with bPET/CT between 2010 and 2020 were retrospectively included and randomized into training-validation sets. Target lesions were: Lesion_A, with largest axial diameter (Dmax ); Lesion_B, with highest SUVmax . Total-metabolic-tumor-volume (TMTV) was calculated and 212 radiomic features were extracted. PET/CT features were harmonized using ComBat across two scanners. Outcomes were progression-free-survival (PFS) and Deauville Score at interim PET/CT (DS). For each outcome, three predictive models and their combinations were trained and validated: - radiomic model "R"; - conventional PET/CT model "P"; - clinical model "C". 197 patients were included (training = 118; validation = 79): 38/197 (19%) patients had adverse events and 42/193 (22%) had DS ≥ 4. In the training phase, only one radiomic feature was selected for PFS prediction in model "R" (Lesion_B F_cm.corr, C-index 66.9%). Best "C" model combined stage and IPS (C-index 74.8%), while optimal "P" model combined TMTV and Dmax (C-index 63.3%). After internal validation, "C", "C + R", "R + P" and "C + R + P" significantly predicted PFS. The best validated model was "C + R" (C-index 66.3%). No model was validated for DS prediction. In this large retrospectively-validated study, a combination of baseline18 F-FDG PET/CT two-lesions radiomics and other conventional models showed an added prognostic power in patients with cHL. As single models, conventional clinical parameters maintain their prognostic power, while radiomics or conventional PET/CT alone seem to be sub-optimal to predict survival. [ABSTRACT FROM AUTHOR]- Published
- 2025
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33. Introducing FDG PET/CT-guided chemoradiotherapy for stage III NSCLC in low- and middle-income countries: preliminary results from the IAEA PERTAIN trial.
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Konert, T., Vogel, W. V., Paez, D., Polo, A., Fidarova, E., Carvalho, H., Duarte, P. S., Zuliani, A. C., Santos, A. O., Altuhhova, D., Karusoo, L., Kapoor, R., Sood, A., Khader, J., Al-Ibraheem, A., Numair, Y., Abubaker, S., Soydal, C., Kütük, T., and Le, T. A.
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POSITRON emission tomography computed tomography ,MIDDLE-income countries ,NON-small-cell lung carcinoma ,CHEMORADIOTHERAPY ,PATIENT selection ,PROGRESSION-free survival - Abstract
Purpose: Patients with stage III non-small-cell lung cancer (NSCLC) treated with chemoradiotherapy (CRT) in low- and middle-income countries (LMIC) continue to have a poor prognosis. It is known that FDG PET/CT improves staging, treatment selection and target volume delineation (TVD), and although its use has grown rapidly, it is still not widely available in LMIC. CRT is often used as sequential treatment, but is known to be more effective when given concurrently. The aim of the PERTAIN study was to assess the impact of introducing FDG PET/CT-guided concurrent CRT, supported by training and quality control (QC), on the overall survival (OS) and progression-free survival (PFS) of patients with stage III NSCLC. Methods: The study included patients with stage III NSCLC from nine medical centres in seven countries. A retrospective cohort was managed according to local practices between January 2010 and July 2014, which involved only optional diagnostic FDG PET/CT for staging (not for TVD), followed by sequential or concurrent CRT. A prospective cohort between August 2015 and October 2018 was treated according to the study protocol including FDG PET/CT in treatment position for staging and multimodal TVD followed by concurrent CRT by specialists trained in protocol-specific TVD and with TVD QC. Kaplan–Meier analysis was used to assess OS and PFS in the retrospective and prospective cohorts. Results: Guidelines for FDG PET/CT image acquisition and TVD were developed and published. All specialists involved in the PERTAIN study received training between June 2014 and May 2016. The PET/CT scanners used received EARL accreditation. In November 2018 a planned interim analysis was performed including 230 patients in the retrospective cohort with a median follow-up of 14 months and 128 patients in the prospective cohort, of whom 69 had a follow-up of at least 1 year. Using the Kaplan–Meier method, OS was significantly longer in the prospective cohort than in the retrospective cohort (23 vs. 14 months, p = 0.012). In addition, median PFS was significantly longer in the prospective cohort than in the retrospective cohort (17 vs. 11 months, p = 0.012). Conclusion: In the PERTAIN study, the preliminary results indicate that introducing FDG PET/CT-guided concurrent CRT for patients with stage III NSCLC in LMIC resulted in a significant improvement in OS and PFS. The final study results based on complete data are expected in 2020. [ABSTRACT FROM AUTHOR]
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- 2019
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34. Accurate, robust and harmonized implementation of morpho-functional imaging in treatment planning for personalized radiotherapy.
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Jiménez-Ortega, Elisa, Ureba, Ana, Baeza, José Antonio, Barbeiro, Ana Rita, Balcerzyk, Marcin, Parrado-Gallego, Ángel, Wals-Zurita, Amadeo, García-Gómez, Francisco Javier, and Leal, Antonio
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RADIOTHERAPY treatment planning ,POSITRON emission tomography ,RADIATION doses ,IMAGE processing ,LINEAR programming ,ROBUST control - Abstract
In this work we present a methodology able to use harmonized PET/CT imaging in dose painting by number (DPBN) approach by means of a robust and accurate treatment planning system. Image processing and treatment planning were performed by using a Matlab-based platform, called CARMEN, in which a full Monte Carlo simulation is included. Linear programming formulation was developed for a voxel-by-voxel robust optimization and a specific direct aperture optimization was designed for an efficient adaptive radiotherapy implementation. DPBN approach with our methodology was tested to reduce the uncertainties associated with both, the absolute value and the relative value of the information in the functional image. For the same H&N case, a single robust treatment was planned for dose prescription maps corresponding to standardized uptake value distributions from two different image reconstruction protocols: One to fulfill EARL accreditation for harmonization of [
18 F]FDG PET/CT image, and the other one to use the highest available spatial resolution. Also, a robust treatment was planned to fulfill dose prescription maps corresponding to both approaches, the dose painting by contour based on volumes and our voxel-by-voxel DPBN. Adaptive planning was also carried out to check the suitability of our proposal. Different plans showed robustness to cover a range of scenarios for implementation of harmonizing strategies by using the highest available resolution. Also, robustness associated to discretization level of dose prescription according to the use of contours or numbers was achieved. All plans showed excellent quality index histogram and quality factors below 2%. Efficient solution for adaptive radiotherapy based directly on changes in functional image was obtained. We proved that by using voxel-by-voxel DPBN approach it is possible to overcome typical drawbacks linked to PET/CT images, providing to the clinical specialist confidence enough for routinely implementation of functional imaging for personalized radiotherapy. [ABSTRACT FROM AUTHOR]- Published
- 2019
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35. EANM/EARL harmonization strategies in PET quantification: from daily practice to multicentre oncological studies
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Aide, Nicolas; https://orcid.org/0000-0001-9207-0847, Lasnon, Charline, Veit-Haibach, Patrick, Sera, Terez, Sattler, Bernhard, Boellaard, Ronald, Aide, Nicolas; https://orcid.org/0000-0001-9207-0847, Lasnon, Charline, Veit-Haibach, Patrick, Sera, Terez, Sattler, Bernhard, and Boellaard, Ronald
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Quantitative positron emission tomography/computed tomography (PET/CT) can be used as diagnostic or prognostic tools (i.e. single measurement) or for therapy monitoring (i.e. longitudinal studies) in multicentre studies. Use of quantitative parameters, such as standardized uptake values (SUVs), metabolic active tumor volumes (MATVs) or total lesion glycolysis (TLG), in a multicenter setting requires that these parameters be comparable among patients and sites, regardless of the PET/CT system used. This review describes the motivations and the methodologies for quantitative PET/CT performance harmonization with emphasis on the EANM Research Ltd. (EARL) Fluorodeoxyglucose (FDG) PET/CT accreditation program, one of the international harmonization programs aiming at using FDG PET as a quantitative imaging biomarker. In addition, future accreditation initiatives will be discussed. The validation of the EARL accreditation program to harmonize SUVs and MATVs is described in a wide range of tumor types, with focus on therapy assessment using either the European Organization for Research and Treatment of Cancer (EORTC) criteria or PET Evaluation Response Criteria in Solid Tumors (PERCIST), as well as liver-based scales such as the Deauville score. Finally, also presented in this paper are the results from a survey across 51 EARL-accredited centers reporting how the program was implemented and its impact on daily routine and in clinical trials, harmonization of new metrics such as MATV and heterogeneity features.
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- 2017
36. Challenging the significance of SUV-based parameters in a large-scale retrospective study on lung lesions.
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Pini, Cristiano, Kirienko, Margarita, Gelardi, Fabrizia, Bossi, Paola, Rahal, Daoud, Toschi, Luca, Ninatti, Gaia, Rodari, Marcello, Marulli, Giuseppe, Antunovic, Lidija, Chiti, Arturo, Voulaz, Emanuele, and Sollini, Martina
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- 2024
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37. Investigating the Impact of Voxel Size and Postfiltering on Quantitative Analysis of Positron Emission Tomography/Computed Tomography: A Phantom Study.
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Mohymen, Ahmed Abdel, Farag, Hamed Ibrahim, Reda, Sameh M., Monem, Ahmed Soltan, and Ali, Said A.
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POSITRON emission tomography ,COMPUTED tomography ,IMAGING phantoms ,SPORT utility vehicles ,QUANTITATIVE research ,SCANNING systems - Abstract
Aim: This study aims to investigate the influence of voxel size and postfiltering on the quantification of standardized uptake value (SUV) in positron emission tomography/computed tomography (PET/CT) images. Materials and Methods: National Electrical Manufacturers Association phantom with the spheres of different sizes were utilized to simulate the lesions. The phantom was scanned using a PET/CT scanner, and the acquired images were reconstructed using two different matrix sizes, (192 × 192) and (256 × 256), and a wide range of postfiltering values. Results: The findings demonstrated that postfiltering significantly affected SUV measurements. The changes in postfiltering values can result in overestimation or underestimation of SUV values, highlighting the importance of carefully selecting appropriate filters. Increasing the matrix size improved SUVmax and SUVmean values, particularly for small-sized spheres. Smaller voxel reconstructions slightly reduced partial volume effects and partially enhanced SUV quantification. Conclusions: Careful consideration of postfiltering values and matrix size selection can lead to better SUV quantification. These findings emphasize the need to optimize the reconstruction parameters to enhance the clinical utility of PET/CT in detecting and evaluating malignant lesions. [ABSTRACT FROM AUTHOR]
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- 2024
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38. Ultrashort Oncologic Whole-Body [18F]FDG Patlak Imaging Using LAFOV PET.
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van Sluis, Joyce, van Snick, Johannes H., Glaudemans, Andor W.J.M., Slart, Riemer H.J.A., Noordzij, Walter, Brouwers, Adrienne H., Dierckx, Rudi A.J.O., Lammertsma, Adriaan A., Tsoumpas, Charalampos, and Boellaard, Ronald
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- 2024
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39. Quantification, improvement, and harmonization of small lesion detection with state-of-the-art PET.
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Vos, Charlotte, Koopman, Daniëlle, Rijnsdorp, Sjoerd, Arends, Albert, Boellaard, Ronald, Dalen, Jorn, Lubberink, Mark, Willemsen, Antoon, and Visser, Eric
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TISSUE wounds ,POSITRON emission tomography ,COMPUTED tomography ,CANCER treatment ,FLUORODEOXYGLUCOSE F18 ,RADIOTHERAPY - Abstract
In recent years, there have been multiple advances in positron emission tomography/computed tomography (PET/CT) that improve cancer imaging. The present generation of PET/CT scanners introduces new hardware, software, and acquisition methods. This review describes these new developments, which include time-of-flight (TOF), point-spread-function (PSF), maximum-a-posteriori (MAP) based reconstruction, smaller voxels, respiratory gating, metal artefact reduction, and administration of quadratic weight-dependent F-fluorodeoxyglucose (FDG) activity. Also, hardware developments such as continuous bed motion (CBM), (digital) solid-state photodetectors and combined PET and magnetic resonance (MR) systems are explained. These novel techniques have a significant impact on cancer imaging, as they result in better image quality, improved small lesion detectability, and more accurate quantification of radiopharmaceutical uptake. This influences cancer diagnosis and staging, as well as therapy response monitoring and radiotherapy planning. Finally, the possible impact of these developments on the European Association of Nuclear Medicine (EANM) guidelines and EANM Research Ltd. (EARL) accreditation for FDG-PET/CT tumor imaging is discussed. [ABSTRACT FROM AUTHOR]
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- 2017
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40. Denoising approaches by SubtlePET™ artificial intelligence in positron emission tomography (PET) for clinical routine application.
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De Summa, Marco, Ruggiero, Maria Rosaria, Spinosa, Sandro, Iachetti, Giulio, Esposito, Susanna, Annunziata, Salvatore, and Pizzuto, Daniele Antonio
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- 2024
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41. Increased off-target binding of [18F]florbetaben in the skull of women with reduced skull density.
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Hipp, Noah, Young, Kim Lea, Apostolova, Ivayla Ilieva, Klutmann, Susanne, Hardewig, Iris, Koglin, Norman, Gallinat, Jürgen, and Buchert, Ralph
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- 2024
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42. Performance evaluation of the 3D-ring cadmium–zinc–telluride (CZT) StarGuide system according to the NEMA NU 1-2018 standard.
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Zorz, Alessandra, Rossato, Marco Andrea, Turco, Paolo, Colombo Gomez, Luca Maria, Bettinelli, Andrea, De Monte, Francesca, Paiusco, Marta, Zucchetta, Pietro, and Cecchin, Diego
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COLLIMATORS ,SEMICONDUCTOR detectors ,SPATIAL systems ,SPATIAL resolution ,SINGLE-photon emission computed tomography ,NUCLEAR medicine ,SCINTILLATORS - Abstract
Background: The application of semi-conductor detectors such as cadmium–zinc–telluride (CZT) in nuclear medicine improves extrinsic energy resolution and count sensitivity due to the direct conversion of gamma photons into electric signals. A 3D-ring pixelated CZT system named StarGuide was recently developed and implemented by GE HealthCare for SPECT acquisition. The system consists of 12 detector columns with seven modules of 16 × 16 CZT pixelated crystals, each with an integrated parallel-hole tungsten collimator. The axial coverage is 27.5 cm. The detector thickness is 7.25 mm, which allows acquisitions in the energy range [40–279] keV. Since there is currently no performance characterization specific to 3D-ring CZT SPECT systems, the National Electrical Manufacturers Association (NEMA) NU 1-2018 clinical standard can be tailored to these cameras. The aim of this study was to evaluate the performance of the SPECT/CT StarGuide system according to the NEMA NU 1-2018 clinical standard specifically adapted to characterize the new 3D-ring CZT. Results: Due to the integrated collimator, the system geometry and the pixelated nature of the detector, some NEMA tests have been adapted to the features of the system. The extrinsic measured energy resolution was about 5–6% for the tested isotopes (
99m Tc,123 I and57 Co); the maximum count rate was 760 kcps and the observed count rate at 20% loss was 917 kcps. The system spatial resolution in air extrapolated at 10 cm with99m Tc was 7.2 mm, while the SPECT spatial resolutions with scatter were 4.2, 3.7 and 3.6 mm in a central, radial and tangential direction respectively. Single head sensitivity value for99m Tc was 97 cps/MBq; with 12 detector columns, the system volumetric sensitivity reached 520 kcps MBq−1 cc−1 . Conclusions: The performance tests of the StarGuide can be performed according to the NEMA NU 1-2018 standard with some adaptations. The system has shown promising results, particularly in terms of energy resolution, spatial resolution and volumetric sensitivity, potentially leading to higher quality clinical images. [ABSTRACT FROM AUTHOR]- Published
- 2024
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43. F-FDG PET/CT heterogeneity quantification through textural features in the era of harmonisation programs: a focus on lung cancer.
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Lasnon, Charline, Majdoub, Mohamed, Lavigne, Brice, Do, Pascal, Madelaine, Jeannick, Visvikis, Dimitris, Hatt, Mathieu, and Aide, Nicolas
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POSITRON emission tomography ,COMPUTED tomography ,LUNG cancer diagnosis ,TEXTURE analysis (Image processing) ,IMAGE reconstruction - Abstract
Purpose: Quantification of tumour heterogeneity in PET images has recently gained interest, but has been shown to be dependent on image reconstruction. This study aimed to evaluate the impact of the EANM/EARL accreditation program on selected F-FDG heterogeneity metrics. Methods: To carry out our study, we prospectively analysed 71 tumours in 60 biopsy-proven lung cancer patient acquisitions reconstructed with unfiltered point spread function (PSF) positron emission tomography (PET) images (optimised for diagnostic purposes), PSF-reconstructed images with a 7-mm Gaussian filter (PSF) chosen to meet European Association of Nuclear Medicine (EANM) 1.0 harmonising standards, and EANM Research Ltd. (EARL)-compliant ordered subset expectation maximisation (OSEM) images. Delineation was performed with fuzzy locally adaptive Bayesian (FLAB) algorithm on PSF images and reported on PSF and OSEM ones, and with a 50 % standardised uptake values (SUV) threshold (SUV) applied independently to each image. Robust and repeatable heterogeneity metrics including 1st-order [area under the curve of the cumulative histogram (CH)], 2nd-order (entropy, correlation, and dissimilarity), and 3rd-order [high-intensity larger area emphasis (HILAE) and zone percentage (ZP)] textural features (TF) were statistically compared. Results: Volumes obtained with SUV were significantly smaller than FLAB-derived ones, and were significantly smaller in PSF images compared to OSEM and PSF images. PSF-reconstructed images showed significantly higher SUVmax and SUVmean values, as well as heterogeneity for CH, dissimilarity, correlation, and HILAE, and a wider range of heterogeneity values than OSEM images for most of the metrics considered, especially when analysing larger tumours. Histological subtypes had no impact on TF distribution. No significant difference was observed between any of the considered metrics (SUV or heterogeneity features) that we extracted from OSEM and PSF reconstructions. Furthermore, the distributions of TF for OSEM and PSF reconstructions according to tumour volumes were similar for all ranges of volumes. Conclusion: PSF reconstruction with Gaussian filtering chosen to meet harmonising standards resulted in similar SUV values and heterogeneity information as compared to OSEM images, which validates its use within the harmonisation strategy context. However, unfiltered PSF-reconstructed images also showed higher heterogeneity according to some metrics, as well as a wider range of heterogeneity values than OSEM images for most of the metrics considered, especially when analysing larger tumours. This suggests that, whenever available, unfiltered PSF images should also be exploited to obtain the most discriminative quantitative heterogeneity features. [ABSTRACT FROM AUTHOR]
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- 2016
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44. Impact of PET reconstruction protocols on quantification of lesions that fulfil the PERCIST lesion inclusion criteria.
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Devriese, Joke, Beels, Laurence, Maes, Alex, Van de Wiele, Christophe, and Pottel, Hans
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POSITRON emission tomography ,MEDICAL protocols ,CANCER diagnosis ,IMAGING phantoms ,MEDICAL care - Abstract
Background: The aim of this study was to compare liver and oncologic lesion standardized uptake values (SUV) obtained through two different reconstruction protocols, GE's newest clinical lesion detection protocol (Q.Clear) and the EANM Research Ltd (EARL) harmonization protocol, and to assess the clinical relevance of potential differences and possible implications for daily clinical practice using the PERCIST lesional inclusion criteria.NEMA phantom recovery coefficients (RC) and SUV normalized for lean body mass (LBM), referred to as SUV normalized for LBM (SUL), of liver and lesion volumes of interest were compared between the two reconstruction protocols. Head-to-toe PET/CT examinations and raw data from 64 patients were retrospectively retrieved. PET image reconstruction was carried out twice: once optimized for quantification, complying with EARL accreditation requirements, and once optimized for lesion detection, according to GE's Q.Clear reconstruction settings.Results: The two reconstruction protocols showed different NEMA phantom RC values for different sphere sizes. Q.Clear values were always highest and exceeded the EARL accreditation maximum for smaller spheres. Comparison of liver SUL
mean showed a statistically significant but clinically irrelevant difference between both protocols. Comparison of lesion SULpeak and SULmax showed a statistically significant, and clinically relevant, difference of 1.64 and 4.57, respectively.Conclusions: For treatment response assessment using PERCIST criteria, the harmonization reconstruction protocol should be used as the lesion detection reconstruction protocol using resolution recovery systematically overestimates true SUL values. [ABSTRACT FROM AUTHOR]- Published
- 2018
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45. Impact of PET reconstruction protocols on quantification of lesions that fulfil the PERCIST lesion inclusion criteria
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Joke Devriese, Laurence Beels, Alex Maes, Christophe Van de Wiele, and Hans Pottel
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18F-FDG PET/CT ,Quantitation ,Standardized uptake value ,Reconstruction protocol ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Abstract Background The aim of this study was to compare liver and oncologic lesion standardized uptake values (SUV) obtained through two different reconstruction protocols, GE’s newest clinical lesion detection protocol (Q.Clear) and the EANM Research Ltd (EARL) harmonization protocol, and to assess the clinical relevance of potential differences and possible implications for daily clinical practice using the PERCIST lesional inclusion criteria. NEMA phantom recovery coefficients (RC) and SUV normalized for lean body mass (LBM), referred to as SUV normalized for LBM (SUL), of liver and lesion volumes of interest were compared between the two reconstruction protocols. Head-to-toe PET/CT examinations and raw data from 64 patients were retrospectively retrieved. PET image reconstruction was carried out twice: once optimized for quantification, complying with EARL accreditation requirements, and once optimized for lesion detection, according to GE’s Q.Clear reconstruction settings. Results The two reconstruction protocols showed different NEMA phantom RC values for different sphere sizes. Q.Clear values were always highest and exceeded the EARL accreditation maximum for smaller spheres. Comparison of liver SULmean showed a statistically significant but clinically irrelevant difference between both protocols. Comparison of lesion SULpeak and SULmax showed a statistically significant, and clinically relevant, difference of 1.64 and 4.57, respectively. Conclusions For treatment response assessment using PERCIST criteria, the harmonization reconstruction protocol should be used as the lesion detection reconstruction protocol using resolution recovery systematically overestimates true SUL values.
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- 2018
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46. Standardisation and harmonisation of quantitative oncology PET/CT studies
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Kaalep, Andres, Kaalep, Andres, Kaalep, Andres, and Kaalep, Andres
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This PhD thesis addressed the quantitative performance of positron emission tomography/computed tomograpy (PET/CT) systems to facilitate multicenter studies. Experience of running the European Nuclear Medicine Association multicentre standardisation and harmonisation program EARL is described and concluded that a harmonising accreditation procedure for [18F]FDG is both feasible and successfully identifies gross calibration errors and reduces variability in performance. Possibilities of modernising EARL by harmonising the performance of state of the art PET/CT systems equipped with novel acquisition and reconstruction technologies are investigated and proposed. Experiments and the following validation done on PET/CT systems from major vendors indicate the possibility of implementing an updated EARL standard with increased contrast recovery performance. Additionally, variability in quantitative performance and feasibility of quantitative harmonisation in 89Zr PET/CT imaging is investigated and concluded that an EARL accreditation program for 89Zr PET/CT imaging would be feasible and would facilitate multi-centre 89Zr quantitative studies.In summary, the work described in the thesis is instrumental to facilitate multicenter PET studies by harmonizing the performance of PET/CT systems.
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- 2020
47. An International Study on the Use of PET/CT in Radiotherapy Planning in Low and Middle Income Countries (PERTAIN)
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International Atomic Energy Agency
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- 2014
48. Usefulness of pre- and post-treatment volumetric PET/CT parameters in predicting prognosis and evaluating recurrence for chemoradiotherapy-treated hypopharyngeal cancer.
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Okazaki E, Koyama K, Higashikawa M, Nishida N, and Fukuda H
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- Humans, Male, Female, Middle Aged, Retrospective Studies, Aged, Prognosis, Adult, Tumor Burden, Aged, 80 and over, Carcinoma, Squamous Cell therapy, Carcinoma, Squamous Cell diagnostic imaging, Carcinoma, Squamous Cell pathology, Carcinoma, Squamous Cell mortality, Fluorodeoxyglucose F18, Predictive Value of Tests, Hypopharyngeal Neoplasms therapy, Hypopharyngeal Neoplasms diagnostic imaging, Hypopharyngeal Neoplasms pathology, Hypopharyngeal Neoplasms mortality, Positron Emission Tomography Computed Tomography methods, Neoplasm Recurrence, Local diagnostic imaging, Chemoradiotherapy methods
- Abstract
Objective: To investigate the usefulness of pre- and post-treatment metabolic tumor volume (MTV) obtained from positron emission tomography (PET) in predicting prognosis and evaluating recurrence in patients with hypopharyngeal cancer (HPC)., Materials and Methods: Forty-three consecutive HPC patients treated with chemoradiotherapy were retrospectively analyzed. Maximum standard uptake value (SUVmax) and MTV of tumor (T) and lymph node (N) were analyzed., Results: On multivariate analysis using pre-treatment parameters, MTV-T (p = 0.049) and MTV-TN (p = 0.043) were significantly associated with local control (LC), and MTV-N (p = 0.049) was significantly associated with disease-specific survival (DSS). Post-treatment MTV-TN was also significantly associated with prognosis (p < 0.001 in LC; p = 0.002 in DSS) and recurrence (area under curve 0.95). Neither pre- nor post-treatment SUVmax was significantly associated with prognosis., Conclusion: Pre- and post-treatment MTV appears useful for predicting prognosis and evaluating recurrence., (© 2024. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.)
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- 2025
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49. Position dependence of recovery coefficients in 177Lu-SPECT/CT reconstructions – phantom simulations and measurements.
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Leube, Julian, Claeys, Wies, Gustafsson, Johan, Salas-Ramirez, Maikol, Lassmann, Michael, Koole, Michel, and Tran-Gia, Johannes
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IMAGE reconstruction algorithms ,MONTE Carlo method ,COLLIMATORS ,SINGLE-photon emission computed tomography ,EXTREME value theory - Abstract
Background: Although the importance of quantitative SPECT has increased tremendously due to newly developed therapeutic radiopharmaceuticals, there are still no accreditation programs to harmonize SPECT imaging. Work is currently underway to develop an accreditation for quantitative
177 Lu SPECT/CT. The aim of this study is to verify whether the positioning of the spheres within the phantom has an influence on the recovery and thus needs to be considered in SPECT harmonization. In addition, the effects of these recovery coefficients on a potential partial volume correction as well as absorbed-dose estimates are investigated. Methods: Using a low-dose CT of a SPECT/CT acquisition, a computerized version of the NEMA body phantom was created using a semi-automatic threshold-based method. Based on the mass-density map, the detector orbit, and the sphere centers, realistic SPECT acquisitions of all possible 720 sphere configurations of both the PET and the SPECT versions of the NEMA Body Phantom were generated using Monte Carlo simulations. SPECT reconstructions with different numbers of updates were performed without (CASToR) and with resolution modeling (STIR). Recovery coefficients were calculated for all permutations, reconstruction methods, and phantoms, and their dependence on the sphere positioning was investigated. Finally, the simulation-based findings were validated using SPECT/CT acquisitions of six different sphere configurations. Results: Our analysis shows that sphere positioning has a significant impact on the recovery for both of the reconstruction methods and the phantom type. Although resolution modeling resulted in significantly higher recovery, the relative variation in recovery within the 720 permutations was even larger. When examining the extreme values of the recovery, reconstructions without resolution modeling were influenced primarily by the sphere position, while with resolution modeling the volume of the two adjacent spheres had a larger influence. The SPECT measurements confirmed these observations, and the recovery curves showed good overall agreement with the simulated data. Conclusion: Our study shows that sphere positioning has a significant impact on the recovery obtained in NEMA sphere phantom measurements and should therefore be considered in a future SPECT accreditation. Furthermore, the single-measurement method normally performed for PVC should be reconsidered to account for the position dependency. [ABSTRACT FROM AUTHOR]- Published
- 2024
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50. 16th National Congress of the Italian Association of Nuclear Medicine, Molecular Imaging (AIMN): Milan (Italy), June, 20–23, 2024.
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- 2024
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