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Andersson, Jonas
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Publications (10 of 40) Show all publications
Nieminen, M. T., Hernandez-Giron, I. & Andersson, J. (2024). If you can make it, you can share it – Perspectives on the first DIY-fair at the European congress of medical physics (ECMP, DUBLIN 2022). Paper presented at ECMP 2022 - The 4th European Congress of Medical Physics, Dublin, Ireland, August 17-20, 2022. Physica medica (Testo stampato), 118, Article ID 103214.
Open this publication in new window or tab >>If you can make it, you can share it – Perspectives on the first DIY-fair at the European congress of medical physics (ECMP, DUBLIN 2022)
2024 (English)In: Physica medica (Testo stampato), ISSN 1120-1797, E-ISSN 1724-191X, Vol. 118, article id 103214Article in journal (Refereed) Published
Abstract [en]

The medical physics and engineering community is known for being active in conjuring do-it-yourself (DIY) -solutions to support their clinical and research work. To facilitate the exchange of solutions and ideas, a DIY-fair was held for the first time at the European Congress of Medical Physics (ECMP) in August 2022 in Dublin, Ireland. Altogether 32 contributions were presented, consisting of software, scripts, 3D-printed customized solutions, devices, gadgets and phantoms. All contributions were published in video format on a dedicated YouTube channel, and most were also presented in person at the conference. The fair demonstrated that there is an unmet need for sharing and distributing information on self-created solutions in the medical physics community. The authors propose the creation of a dedicated platform for sharing such content within our community, as well as a continuity of DIY-fairs at future ECMP meetings.

Place, publisher, year, edition, pages
Elsevier, 2024
National Category
Radiology, Nuclear Medicine and Medical Imaging
Identifiers
urn:nbn:se:umu:diva-220729 (URN)10.1016/j.ejmp.2024.103214 (DOI)38238110 (PubMedID)2-s2.0-85183570595 (Scopus ID)
Conference
ECMP 2022 - The 4th European Congress of Medical Physics, Dublin, Ireland, August 17-20, 2022
Available from: 2024-02-09 Created: 2024-02-09 Last updated: 2024-02-12Bibliographically approved
Larsson, K., Hein, D., Huang, R., Collin, D., Andersson, J. & Persson, M. (2024). Proton stopping power ratio prediction using photon-counting computed tomography and deep learning. In: Rebecca Fahrig; John M. Sabol; Ke Li (Ed.), Medical Imaging 2024: Physics of Medical Imaging - proceedings, part 1. Paper presented at Medical Imaging 2024: Physics of Medical Imaging, San Diego, California, United States, 19-22 February 2024. SPIE, Article ID 129252P.
Open this publication in new window or tab >>Proton stopping power ratio prediction using photon-counting computed tomography and deep learning
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2024 (English)In: Medical Imaging 2024: Physics of Medical Imaging - proceedings, part 1 / [ed] Rebecca Fahrig; John M. Sabol; Ke Li, SPIE , 2024, article id 129252PConference paper, Published paper (Refereed)
Abstract [en]

Proton radiation therapy has the potential of achieving precise dose delivery to the tumor while sparing noncancerous surrounding tissue, owing to the sharp Bragg peaks of protons. Aligning the high dose region with the tumor requires accurate estimates of the proton stopping power ratio (SPR) of patient tissues, commonly derived from computed tomography (CT) image data. Photon-counting detectors within CT have demonstrated advantages over their energy-integrating counterparts, such as improved quantitative imaging, higher spatial resolution and filtering of electronic noise. In this study, the potential of photon-counting computed tomography for improving SPR estimation was assessed by training a deep neural network on a domain transform from photon-counting CT images to SPR maps. XCAT phantoms of the head were generated and used to simulate photon-counting CT images with CatSim, as well as to compute corresponding ground truth SPR maps. The CT images and SPR maps were then used as input and labels to a neural network. Prediction of SPR with the network yielded mean root mean square errors (RMSE) of 0.26-0.41 %, which is an improvement on errors reported for methods based on dual energy CT (DECT). These early results show promise for using a combination of photon-counting CT and deep learning for predicting SPR, which in extension demonstrates potential for reducing the beam range uncertainty in proton therapy.

Place, publisher, year, edition, pages
SPIE, 2024
Series
Progress in Biomedical Optics and Imaging, ISSN 1605-7422, E-ISSN 2410-9045 ; 12925
Keywords
photon-counting computed tomography, Proton therapy, SPR
National Category
Radiology, Nuclear Medicine and Medical Imaging
Identifiers
urn:nbn:se:umu:diva-225003 (URN)10.1117/12.3006363 (DOI)001223517100083 ()2-s2.0-85193548416 (Scopus ID)9781510671546 (ISBN)9781510671553 (ISBN)
Conference
Medical Imaging 2024: Physics of Medical Imaging, San Diego, California, United States, 19-22 February 2024
Funder
Swedish Research Council, 2021-05103Göran Gustafsson Foundation for Research in Natural Sciences and Medicine
Available from: 2024-06-10 Created: 2024-06-10 Last updated: 2024-06-10Bibliographically approved
Loose, R., Vaño, E., Ammon, J., Andersson, J., Brat, H., Brkljacic, B., . . . Tsapaki, V. (2024). The use of dose management systems in Europe: results of an ESR EuroSafe imaging questionnaire. Insights into Imaging, 15(1), Article ID 201.
Open this publication in new window or tab >>The use of dose management systems in Europe: results of an ESR EuroSafe imaging questionnaire
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2024 (English)In: Insights into Imaging, E-ISSN 1869-4101, Vol. 15, no 1, article id 201Article in journal (Refereed) Published
Abstract [en]

Dose management systems (DMS) are an essential tool for quality assurance and optimising patient radiation exposure. For radiologists and medical physicists, they are important for managing many radiation protection tasks. In addition, they help fulfil the requirements of Directive 2013/59/EURATOM regarding the electronic transmission of dosimetric data and the detection of unintended patient exposures. The EuroSafe Imaging Clinical Dosimetry and Dose Management Working Group launched a questionnaire on the use of DMS in European member states and analysed the results in terms of modalities, frequency of radiological procedures, involvement of medical physics experts (MPEs), legal requirements, and local issues (support by information technology (IT), modality interfaces, protocol mapping, clinical workflow, and associated costs).

National Category
Radiology, Nuclear Medicine and Medical Imaging
Identifiers
urn:nbn:se:umu:diva-228598 (URN)10.1186/s13244-024-01765-x (DOI)
Note

This paper was prepared by the authors on behalf of the European Society of Radiology EuroSafe Imaging initiative. It was approved by the ESR Executive Council in June 2024.

Available from: 2024-08-19 Created: 2024-08-19 Last updated: 2024-08-19Bibliographically approved
Santos, J., Foley, S., Andersson, J., Figueiredo, J. P., Hoeschen, C., Damilakis, J., . . . Paulo, G. (2023). Education and training in radiation protection in Europe: results from the EURAMED Rocc-n-Roll project survey. Insights into Imaging, 14(1), Article ID 55.
Open this publication in new window or tab >>Education and training in radiation protection in Europe: results from the EURAMED Rocc-n-Roll project survey
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2023 (English)In: Insights into Imaging, E-ISSN 1869-4101, Vol. 14, no 1, article id 55Article in journal (Refereed) Published
Abstract [en]

Purpose: To analyse the existing radiation protection (RP) education and training (E&T) capabilities in the European Union and identify associated needs, problems and challenges.

Method: An online survey was disseminated via the EURAMED Rocc-n-Roll consortium network and prominent medical societies in the field of radiological research. The survey sections analyse the RP E&T during undergraduate, residency/internship and continuous professional development; RP E&T problems and legal implementation. Differences were analysed by European geographic regions, profession, years of professional experience and main area of practice/research.

Results: The majority of the 550 respondents indicated that RP topics are part of undergraduate curricula in all courses for their profession and country (55%); however, hands-on practical training is not included according to 30% of the respondents. The lack of E&T, practical aspects in current E&T, and mandatory continuing E&T were considered the major problems. The legal requirement that obtained higher implementation score was the inclusion of the practical aspects of medical radiological procedures on education (86%), and lower score was obtained for the inclusion of RP E&T on medical and dental school curriculums (61%).

Conclusions: A heterogeneity in RP E&T during undergraduate, residency/internship and continuous professional development is evident across Europe. Differences were noted per area of practice/research, profession, and European geographic region. A large variation in RP E&T problem rating was also obtained.

Place, publisher, year, edition, pages
Springer, 2023
Keywords
Education and training, European Basic Safety Standards, Medical exposure, Radiation protection
National Category
Radiology, Nuclear Medicine and Medical Imaging
Identifiers
urn:nbn:se:umu:diva-206948 (URN)10.1186/s13244-023-01398-6 (DOI)2-s2.0-85152565595 (Scopus ID)
Available from: 2023-04-27 Created: 2023-04-27 Last updated: 2024-04-05Bibliographically approved
Näsmark, T. & Andersson, J. (2023). The influence of dual-energy computed tomography image noise in proton therapy treatment planning. Physics and Imaging in Radiation Oncology, 28, Article ID 100493.
Open this publication in new window or tab >>The influence of dual-energy computed tomography image noise in proton therapy treatment planning
2023 (English)In: Physics and Imaging in Radiation Oncology, E-ISSN 2405-6316, Vol. 28, article id 100493Article in journal (Refereed) Published
Abstract [en]

Background and purpose: In proton therapy, a 3.5% margin is often used to account for proton range uncertainties, of which computed tomography (CT) image noise is assumed to contribute 0.5%. This work evaluates the noise-sensitivity of three dual-energy computed tomography (DECT)-based methods for mapping proton stopping power relative to water (SPR): Näsmark & Andersson (N&A), Landry-Saito (L-S), and the commercial application DirectSPR.

Methods and materials: DECT image data of a CIRS-062M phantom was acquired with CT scanners from two different vendors. Acquisitions were repeated 30 times to account for intra- and inter-scan variations. SPR maps were generated with the three DECT-based methods and range simulated in a commercial treatment planning system.

Results: Noise in input data was amplified in L-S SPR maps, kept level with DirectSPR, while N&A compressed noise overall but displayed sensitivity to the choice of input data, potentially leading to increased noise levels. In our simulations, only N&A improved upon the assumed 0.5% noise contribution to range uncertainty on one scanner. On the other scanner, uncertainties exceeded 0.5% for all three methods. Mitigation of this issue was demonstrated by using a method employing virtual mono-energetic images as input. Increasing imaging radiation dose, as expected, alleviates the problem, while applying noise reduction only helped to a lesser extent.

Conclusions: While range uncertainty due to noise is small compared to other contributions, it becomes more important as we move towards smaller treatment margins and the noise-sensitivity of SPR mapping methods should be carefully estimated and considered before clinical implementation.

Place, publisher, year, edition, pages
Elsevier, 2023
Keywords
Dual-energy computed tomography, Proton therapy, Stopping power mapping
National Category
Radiology, Nuclear Medicine and Medical Imaging
Identifiers
urn:nbn:se:umu:diva-215087 (URN)10.1016/j.phro.2023.100493 (DOI)2-s2.0-85172684184 (Scopus ID)
Funder
Swedish Childhood Cancer Foundation, MT2018-0014Swedish Childhood Cancer Foundation, MT2020-0011Cancerforskningsfonden i Norrland, AMP-1099
Available from: 2023-10-13 Created: 2023-10-13 Last updated: 2023-10-13Bibliographically approved
Rainford, L., Santos, J., Alves, F., Figueiredo, J. P., Hoeschen, C., Damilakis, J., . . . Paulo, G. (2022). Education and training in radiation protection in Europe: an analysis from the EURAMED rocc-n-roll project. Insights into Imaging, 13(1), Article ID 142.
Open this publication in new window or tab >>Education and training in radiation protection in Europe: an analysis from the EURAMED rocc-n-roll project
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2022 (English)In: Insights into Imaging, E-ISSN 1869-4101, Vol. 13, no 1, article id 142Article in journal (Refereed) Published
Abstract [en]

Background: A Strengths, weaknesses, opportunities and threats analysis was performed to understand the status quo of education and training in radiation protection (RP) and to develop a coordinated European approach to RP training needs based on stakeholder consensus and existing activities in the field. Fourteen team members represented six European professional societies, one European voluntary organisation, two international healthcare organisations and five professions, namely: Medical Physicists; Nuclear Medicine Physicians; Radiologists; Radiation Oncologists and Radiographers. Four subgroups analysed the "Strengths", "Weaknesses", "Opportunities" and "Threats" related to E&T in RP developed under previous European Union (EU) programmes and on the Guidelines on Radiation Protection Education and Training of Medical Professionals in the EU.

Results: Consensus agreement identified four themes for strengths and opportunities, namely: (1) existing structures and training recommendations; (2) RP training needs assessment and education & training (E&T) model(s) development; (3) E&T dissemination, harmonisation, and accreditation; (4) financial supports. Weaknesses and Threats analysis identified two themes: (1) awareness and prioritisation at a national/global level and (2) awareness and prioritisation by healthcare professional groups and researchers.

Conclusions: A lack of effective implementation of RP principles in daily practice was identified. EuRnR strategic planning needs to consider processes at European, national and local levels. Success is dependent upon efficient governance structures and expert leadership. Financial support is required to allow the stakeholder professional agencies to have sufficient resources to achieve a pan European radiation protection training network which is sustainable and accredited across multiple national domains.

Place, publisher, year, edition, pages
Springer, 2022
Keywords
Education, Radiation protection, SWOT Analysis, Trainer development
National Category
Radiology, Nuclear Medicine and Medical Imaging
Identifiers
urn:nbn:se:umu:diva-199552 (URN)10.1186/s13244-022-01271-y (DOI)000849483400004 ()36057698 (PubMedID)2-s2.0-85137563761 (Scopus ID)
Funder
European Commission, 899995
Available from: 2022-09-20 Created: 2022-09-20 Last updated: 2024-04-05Bibliographically approved
Vano, E., Loose, R., Frija, G., Paulo, G., Efstathopoulos, E., Granata, C., . . . Hoeschen, C. (2022). Notifications and alerts in patient dose values for computed tomography and fluoroscopy-guided interventional procedures. European Radiology, 32, 5525-5531
Open this publication in new window or tab >>Notifications and alerts in patient dose values for computed tomography and fluoroscopy-guided interventional procedures
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2022 (English)In: European Radiology, ISSN 0938-7994, E-ISSN 1432-1084, Vol. 32, p. 5525-5531Article in journal (Refereed) Published
Abstract [en]

The terms "notifications" and "alerts" for medical exposures are used by several national and international organisations. Recommendations for CT scanners have been published by the American Association of Physicists in Medicine. Some interventional radiology societies as well as national authorities have also published dose notifications for fluoroscopy-guided interventional procedures. Notifications and alerts may also be useful for optimisation and to avoid unintended and accidental exposures. The main interest in using these values for high-dose procedures (CT and interventional) is to optimise imaging procedures, reducing the probability of stochastic effects and avoiding tissue reactions. Alerts in X-ray systems may be considered before procedures (as in CT), during procedures (in some interventional radiology systems), and after procedures, when the patient radiation dose results are known and processed. This review summarises the different uses of notifications and alerts to help in optimisation for CT and for fluoroscopy-guided interventional procedures as well as in the analysis of unintended and accidental medical exposures. The paper also includes cautions in setting the alert values and discusses the benefits of using patient dose management systems for the alerts, their registry and follow-up, and the differences between notifications, alerts, and trigger levels for individual procedures and the terms used for the collective approach, such as diagnostic reference levels.

Key points:

• Notifications and alerts on patient dose values for computed tomography (CT) and fluoroscopy-guided interventional procedures (FGIP) allow to improve radiation safety and contribute to the avoidance of radiation injuries and unintended and accidental exposures.

• Alerts may be established before the imaging procedures (as in CT) or during and after the procedures as for FGIP.

• Dose management systems should include notifications and alerts and their registry for the hospital quality programmes.

Place, publisher, year, edition, pages
Springer, 2022
Keywords
Alert, Fluoroscopy-guided interventional procedures, Notification, Tomography, X-ray computed, Unintended exposures
National Category
Radiology, Nuclear Medicine and Medical Imaging
Research subject
Radiology
Identifiers
urn:nbn:se:umu:diva-193495 (URN)10.1007/s00330-022-08675-w (DOI)000769890000003 ()35294584 (PubMedID)2-s2.0-85126673383 (Scopus ID)
Available from: 2022-04-04 Created: 2022-04-04 Last updated: 2022-11-30Bibliographically approved
Andersson, J., Nyholm, T., Ceberg, C., Almén, A., Bernhardt, P., Fransson, A. & Olsson, L. E. (2021). Artificial intelligence and the medical physics profession - A Swedish perspective. Physica medica (Testo stampato), 88, 218-225
Open this publication in new window or tab >>Artificial intelligence and the medical physics profession - A Swedish perspective
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2021 (English)In: Physica medica (Testo stampato), ISSN 1120-1797, E-ISSN 1724-191X, Vol. 88, p. 218-225Article in journal (Refereed) Published
Abstract [en]

Background: There is a continuous and dynamic discussion on artificial intelligence (AI) in present-day society. AI is expected to impact on healthcare processes and could contribute to a more sustainable use of resources allocated to healthcare in the future. The aim for this work was to establish a foundation for a Swedish perspective on the potential effect of AI on the medical physics profession.

Materials and methods: We designed a survey to gauge viewpoints regarding AI in the Swedish medical physics community. Based on the survey results and present-day situation in Sweden, a SWOT analysis was performed on the implications of AI for the medical physics profession.

Results: Out of 411 survey recipients, 163 responded (40%). The Swedish medical physicists with a professional license believed (90%) that AI would change the practice of medical physics but did not foresee (81%) that AI would pose a risk to their practice and career. The respondents were largely positive to the inclusion of AI in educational programmes. According to self-assessment, the respondents’ knowledge of and workplace preparedness for AI was generally low.

Conclusions: From the survey and SWOT analysis we conclude that AI will change the medical physics profession and that there are opportunities for the profession associated with the adoption of AI in healthcare. To overcome the weakness of limited AI knowledge, potentially threatening the role of medical physicists, and build upon the strong position in Swedish healthcare, medical physics education and training should include learning objectives on AI.

Place, publisher, year, edition, pages
Elsevier, 2021
Keywords
General Physics and Astronomy, Radiology Nuclear Medicine and imaging, General Medicine, Biophysics
National Category
Radiology, Nuclear Medicine and Medical Imaging Computer Sciences
Identifiers
urn:nbn:se:umu:diva-188606 (URN)10.1016/j.ejmp.2021.07.009 (DOI)000687937600007 ()34304045 (PubMedID)2-s2.0-85111006975 (Scopus ID)
Available from: 2021-10-14 Created: 2021-10-14 Last updated: 2023-03-24Bibliographically approved
Vano, E., Frija, G., Loose, R., Paulo, G., Efstathopoulos, E., Granata, C. & Andersson, J. (2021). Dosimetric quantities and effective dose in medical imaging: a summary for medical doctors. Insights into Imaging, 12(1), Article ID 99.
Open this publication in new window or tab >>Dosimetric quantities and effective dose in medical imaging: a summary for medical doctors
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2021 (English)In: Insights into Imaging, E-ISSN 1869-4101, Vol. 12, no 1, article id 99Article, review/survey (Refereed) Published
Abstract [en]

This review presents basic information on the dosimetric quantities used in medical imaging for reporting patient doses and establishing diagnostic reference levels. The proper use of the radiation protection quantity “effective dose” to compare doses delivered by different radiological procedures and different imaging modalities with its uncertainties and limitations, is summarised. The estimates of population doses required by the European Directive on Basic Safety Standards is commented on. Referrers and radiologists should be familiar with the dose quantities to inform patients about radiation risks and benefits. The application of effective dose on the cumulative doses from recurrent imaging procedures is also discussed.

Patient summary: Basic information on the measurement units (dosimetric quantities) used in medical imaging for reporting radiation doses should be understandable to patients. The Working Group on “Dosimetry for imaging in clinical practice” recommended that a brief explanation on the used dosimetric quantities and units included in the examination imaging report, should be available for patients. The use of the quantity “effective dose” to compare doses to which patients are exposed to from different radiological procedures and its uncertainties and limitations, should also be explained in plain language. This is also relevant for the dialog on to the cumulative doses from recurrent imaging procedures. The paper summarises these concepts, including the need to estimate the population doses required by the European Directive on Basic Safety Standards. Referrers and radiologists should be familiar with the dose quantities to inform patients about radiation risks and benefits.

Place, publisher, year, edition, pages
Springer Berlin/Heidelberg, 2021
Keywords
Cumulative dose, Diagnostic reference levels, Dosimetric quantities, Effective dose, Patient information
National Category
Radiology, Nuclear Medicine and Medical Imaging
Identifiers
urn:nbn:se:umu:diva-186542 (URN)10.1186/s13244-021-01041-2 (DOI)000675243700002 ()2-s2.0-85111777551 (Scopus ID)
Available from: 2021-08-20 Created: 2021-08-20 Last updated: 2024-04-05Bibliographically approved
Andersson, J., Bednarek, D. R., Bolch, W., Boltz, T., Bosmans, H., Gislason-Lee, A. J., . . . Zamora, D. (2021). Estimation of patient skin dose in fluoroscopy: summary of a joint report by AAPM TG357 and EFOMP. Medical physics (Lancaster), 48(7), e671-e696
Open this publication in new window or tab >>Estimation of patient skin dose in fluoroscopy: summary of a joint report by AAPM TG357 and EFOMP
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2021 (English)In: Medical physics (Lancaster), ISSN 0094-2405, Vol. 48, no 7, p. e671-e696Article in journal (Refereed) Published
Abstract [en]

Background: Physicians use fixed C-arm fluoroscopy equipment with many interventional radiological and cardiological procedures. The associated effective dose to a patient is generally considered low risk, as the benefit-risk ratio is almost certainly highly favorable. However, X-ray-induced skin injuries may occur due to high absorbed patient skin doses from complex fluoroscopically guided interventions (FGI). Suitable action levels for patient-specific follow-up could improve the clinical practice. There is a need for a refined metric regarding follow-up of X-ray-induced patient injuries and the knowledge gap regarding skin dose-related patient information from fluoroscopy devices must be filled. The most useful metric to indicate a risk of erythema, epilation or greater skin injury that also includes actionable information is the peak skin dose, that is, the largest dose to a region of skin.

Materials and Methods: The report is based on a comprehensive review of best practices and methods to estimate peak skin dose found in the scientific literature and situates the importance of the Digital Imaging and Communication in Medicine (DICOM) standard detailing pertinent information contained in the Radiation Dose Structured Report (RDSR) and DICOM image headers for FGI devices. Furthermore, the expertise of the task group members and consultants have been used to bridge and discuss different methods and associated available DICOM information for peak skin dose estimation.

Results: The report contributes an extensive summary and discussion of the current state of the art in estimating peak skin dose with FGI procedures with regard to methodology and DICOM information. Improvements in skin dose estimation efforts with more refined DICOM information are suggested and discussed.

Conclusions: The endeavor of skin dose estimation is greatly aided by the continuing efforts of the scientific medical physics community, the numerous technology enhancements, the dose-controlling features provided by the FGI device manufacturers, and the emergence and greater availability of the DICOM RDSR. Refined and new dosimetry systems continue to evolve and form the infrastructure for further improvements in accuracy. Dose-related content and information systems capable of handling big data are emerging for patient dose monitoring and quality assurance tools for large-scale multihospital enterprises.

Place, publisher, year, edition, pages
John Wiley & Sons, 2021
Keywords
fluoroscopically guided interventions, peak skin dose, x-ray fluoroscopy
National Category
Radiology, Nuclear Medicine and Medical Imaging
Identifiers
urn:nbn:se:umu:diva-183708 (URN)10.1002/mp.14910 (DOI)000652210100001 ()33930183 (PubMedID)2-s2.0-85106011476 (Scopus ID)
Available from: 2021-05-31 Created: 2021-05-31 Last updated: 2023-03-24Bibliographically approved
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