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Iterative reconstruction in CT: by how much can we divide the doses delivered to children and young adults?
English title
Iterative reconstruction in CT: by how much can we divide the doses delivered to children and young adults?
Applicant
Verdun Francis
Number
140995
Funding scheme
Project funding (Div. I-III)
Research institution
Institut de Radiophysique Département de Radiologie Université de Lausanne/CHUV
Institution of higher education
University of Lausanne - LA
Main discipline
Paediatrics
Start/End
01.01.2013 - 31.12.2015
Approved amount
288'852.00
Show all
Keywords (5)
radiation exposure optimization; iterative reconstruction CT; image quality; pediatric CT; patient exposure
Lay Summary (English)
Lead
Lay summary
As in most Western countries, CT is responsible for more than two third of the dose delivered to the population in Switzerland and this in spite of the fact that many efforts have been made by radiologists, medical physicists and manufacturers to optimize the examinations protocols. Among the latest developments aiming at dose reductions one can mention the introduction of iterative image reconstructions, IR, and a better use of the X-ray beam energy. The commercially available IRs (that tend to replace the standard filtered back projection, FBP) allow a modest dose reduction (about 30-40%) but require the acceptance of a change of the images’ texture. More sophisticated IR’s are being developed where standard dose might be divided by factors as high as 8. Readable images are even obtained while reducing the dose by much higher factors. In such a context it is essential to ensure that the diagnostic value of the examination remains sufficient. This project aims at determining up to what level patient dose can be reduced by taking FBP examinations as a gold standard and comparing them to follow up studies performed at very low dose levels together with IR.
Direct link to Lay Summary
Last update: 21.02.2013
Responsible applicant and co-applicants
Name
Institute
Verdun Francis
Institut de Radiophysique Département de Radiologie Université de Lausanne/CHUV
Schmidt Kobbe Sabine
Service Radiologie CHUV
Alkadhi Hatem
Institut für Diagnostische Radiologie Departement Medizinische Radiologie Universitätsspital Zürich
Gudinchet François
Service de radiodiagnostic CHUV
Employees
Name
Institute
Ryckx Nick
Ott Julien
Racine Damien
Institut de Radiophysique Département de Radiologie Université de Lausanne/CHUV
Gnesin Silvano
Publications
Publication
Image quality in CT: From physical measurements to model observers.
Verdun FR Racine D Ott JG Tapiovaara MJ Toroi P Bochud FO Veldkamp WJ Schegerer A Bouwman RW (2015), Image quality in CT: From physical measurements to model observers., in
Phys Med
, 823.
Objective assessment of low contrast detectability in computed tomography with Channelized Hotelling Observer.
Racine D Ba AH Ott JG Bochud FO Verdun FR. (2015), Objective assessment of low contrast detectability in computed tomography with Channelized Hotelling Observer., in
Phys Med.
, 1120.
Optimization of Radiation Dose and Image Quality in Musculoskeletal CT: Emphasis on Iterative Reconstruction Techniques (Part 1).
Omoumi P Becce F Ott JG Racine D Verdun FR (2015), Optimization of Radiation Dose and Image Quality in Musculoskeletal CT: Emphasis on Iterative Reconstruction Techniques (Part 1)., in
Semin Musculoskelet Radiol.
, 415.
Low-dose multidetector computed tomography of the cervical spine: optimization of iterative reconstruction strength levels
Omoumi P Verdun FR Ben Salah Y Vande Berg BC Lecouvet FE Malghem J Ott JG Meuli R Becce F. (2014), Low-dose multidetector computed tomography of the cervical spine: optimization of iterative reconstruction strength levels, in
Acta Radiol.
, 335.
MDCT arthrography of the hip: value of the adaptive statistical iterative reconstruction technique and potential for radiation dose reduction.
Tobalem F Dugert E Verdun FR Dunet V Ott JG Rudiger HA Cherix S Meuli R Becce F (2014), MDCT arthrography of the hip: value of the adaptive statistical iterative reconstruction technique and potential for radiation dose reduction., in
AJR Am J Roentgenol.
, W665.
Update on the non-prewhitening model observer in computed tomography for the assessment of the adaptive statistical and model-based iterative reconstruction algorithms.
Ott JG Becce F Monnin P Schmidt S Bochud FO Verdun FR (2014), Update on the non-prewhitening model observer in computed tomography for the assessment of the adaptive statistical and model-based iterative reconstruction algorithms., in
Phys Med Biol.
, 4047.
Datasets
Assessment of low contrast detection in CT using model observers: Developing a clinically-relevant tool for characterising adaptive statistical and model-based iterative reconstruction
Author
Ott, Julien G.; Ba, Alexandre; Racine, Damien; Viry, Anais; Bochud, François O.; Verdun, Francis R.
Publication date
01.06.2017
Persistent Identifier (PID)
27156923
Repository
Pubmed
Update on the non-prewhitening model observer in computed tomography for the assessment of the adaptive statistical and model-based iterative reconstruction algorithms
Author
Ott, Julien G; Becce, Fabio; Monnin, Pascal; Schmidt, Sabine; Bochud, François O; Verdun, Francis R
Publication date
07.08.2014
Persistent Identifier (PID)
24990844
Repository
Pubmed
Collaboration
Group / person
Country
Types of collaboration
INSA (Institute of Applied Sciences) Lyon & CREATIS Medical research center
France (Europe)
- in-depth/constructive exchanges on approaches, methods or results
Scientific events
Active participation
Title
Type of contribution
Title of article or contribution
Date
Place
Persons involved
CT Users Group 17th Meeting
Talk given at a conference
Mathematical observers for image quality optimisation: Results of a benchmark protocol with a channelized Hotelling observer
15.12.2015
Didcot, Great Britain and Northern Ireland
Ryckx Nick
;
Verdun Francis
;
Ott Julien
;
Racine Damien
;
SSRMP Annual Scientific Meeting 2015
Talk given at a conference
Task-based assessment of a the novel ADMIRE algorithm
21.10.2015
Fribourg, Switzerland
Verdun Francis
;
Racine Damien
;
Ryckx Nick
;
Ott Julien
;
UKCR Liverpool
Talk given at a conference
Model observers – how can they help with iterative reconstruction image quality assessment?
30.06.2015
Liverpool, Great Britain and Northern Ireland
Verdun Francis
;
Ryckx Nick
;
Racine Damien
;
Ott Julien
;
SFPM, 54ème journées scientifique
Talk given at a conference
Modèles d'observateur pour l'évaluation de la qualité d'image en CT
09.06.2015
Lille, France
Ott Julien
;
Racine Damien
;
Verdun Francis
;
SFPM, 54ème journées scientifique
Talk given at a conference
Objective assessment of low contrast detectability for quality assurance in CT
09.06.2015
Lille, France
Verdun Francis
;
Ott Julien
;
Racine Damien
;
Ryckx Nick
;
Journées scientifiques de la Société Suisse de Radiologie, 102ème congrès annuel
Talk given at a conference
Towards an objective way to assess image quality in CT
04.06.2015
Basel, Switzerland
Verdun Francis
;
Racine Damien
;
Ott Julien
;
Ryckx Nick
;
Optimisation in X-ray and Molecular Imaging 2015 (OXMI 2015), Fourth Malmö Conference on, Medical Imaging
Talk given at a conference
Patient exposure optimisation through task-based assessment of a new iterative reconstruction technique: the ADMIRE algorithm
28.05.2015
Gothenburg, Sweden
Verdun Francis
;
Ott Julien
;
Racine Damien
;
Ryckx Nick
;
Optimisation in X-ray and Molecular Imaging 2015 (OXMI 2015), Fourth Malmö Conference on, Medical Imaging
Talk given at a conference
Objective task based assessment of low contrast detectability in iterative Reconstruction
28.05.2015
Gothenburg, Sweden
Ryckx Nick
;
Verdun Francis
;
Ott Julien
;
Racine Damien
;
Optimisation in X-ray and Molecular Imaging 2015 (OXMI 2015), Fourth Malmö Conference on, Medical Imaging
Talk given at a conference
Benchmarking of CT to patient exposure optimization
28.05.2015
Gothenburg, Sweden
Racine Damien
;
Ryckx Nick
;
Ott Julien
;
Verdun Francis
;
4th European IRPA Congress
Talk given at a conference
Towards a CT benchmarking in the framework of patient exposure optimization
23.06.2014
Genève, Switzerland
Ott Julien
;
Verdun Francis
;
Journées scientifiques de la Société Suisse de Radiologie, 101ème congrès annuel
Poster
Impact of iterative reconstruction techniques and multiplanar reformations on image quality: An ex vivo MDCT arthrography model
12.06.2014
Montreux, Switzerland
Ott Julien
;
Verdun Francis
;
Journées scientifiques de la Société Suisse de Radiologie, 101ème congrès annuel
Talk given at a conference
Reformations on image quality: An ex vivo MDCT arthrography model
12.06.2014
Montreux, Switzerland
Ott Julien
;
Verdun Francis
;
Journées scientifiques de la Société Suisse de Radiologie, 101ème congrès annuel
Talk given at a conference
MDCT arthrography of the hip: Value of the adaptive statistical iterative reconstruction technique and potential for radiation dose reduction
12.06.2014
Montreux, Switzerland
Verdun Francis
;
Ott Julien
;
Journées scientifiques de la Société Suisse de Radiologie, 101ème congrès annuel
Poster
MDCT arthrography of the hip: Value of the adaptive statistical iterative reconstruction technique and potential for radiation dose reduction
12.06.2014
Montreux, Switzerland
Alkadhi Hatem
;
Gudinchet François
;
Ott Julien
;
Verdun Francis
;
53es Journées Scientifiques de la SFPM
Talk given at a conference
Impact du plan de reconstruction des images tomodensitométriques sur la qualité d'image
04.06.2014
Deauville, France
Ott Julien
;
Verdun Francis
;
Associated projects
Number
Title
Start
Funding scheme
163344
Mathematical model observers to objectively optimize CT radiation exposure with respect to the clinical question
01.02.2016
Project funding (Div. I-III)
120382
Dose en CT cardiaque chez l'enfants et les jeunes adultes: un optimum entre qualité d'image et dose de radiations
01.12.2008
Project funding (Div. I-III)
Abstract
Scientific context:As in most Western countries, CT is responsible for more than two third of the dose delivered to the population in Switzerland and this in spite of the fact that many efforts have been made by radiologists, medical physicists and manufacturers to optimize the examinations protocols. Among the latest developments aiming at dose reductions one can mention the introduction of iterative image reconstructions, IR, and a better use of the X-ray beam energy. The commercially available IRs (that tend to replace the standard filtered back projection, FBP) allow a modest dose reduction (about 30-40%) but require the acceptance of a change of the images’ texture. More sophisticated IR’s are being developed where standard dose might be divided by factors as high as 8. Readable images are even obtained while reducing the dose by much higher factors. In such a context it is essential to ensure that the diagnostic value of the examination remains sufficient. Image quality should always be balanced with radiological risk which requires the assessment of organs dose. At the moment, only a few centers are able to accurately estimate individual patient doses in CT, but none are located in Switzerland. This requires Monte-Carlo simulations where programming in basic languages such as C++ represents a strong limitation in clinical routine. At the European level the “GATE” project aims to providing medical physicists with toolboxes to assess organ dose in radiology and nuclear medicine in a simpler and more efficient way. As CT protocols optimization needs to be done on the individual organ dose basis rather the on the effective dose basis, the use of GATE in CT dose estimation looks promising.Aims of the project:This project aims at investigating the balance between image quality and patient dose in CT. We first propose to assess the benefits and limits of IR’s with standardized phantoms by measuring image quality parameters (such as spatial resolution and image noise). We will also study the effect of the presence of movement during data acquisition since this might represent a challenge for IR’s. In parallel our goal is to characterize the changes of image texture IR’s might introduce and understand the potential effect this might have on clinical images. Different phantoms leading to images where various textures are produced will be studied with standard methodologies used to describe texture in objective ways. On a more clinical related level, we aim at determining up to what level patient dose can be reduced by taking FBP examinations as a gold standard and comparing them to follow up studies performed at very low dose levels together with IR. We also propose to investigate if the change of the reconstruction plan (sagittal or coronal instead of transverse) allows recovering more diagnostic information. In collaboration with a French laboratory we aim at developing the tools required by GATE to estimate patient dose at the organ level delivered by a state-of-the-art CT unit. Within this project we wish to assess the actual benefit tube voltage modulation during the acquisition might provide.Expected results:This project will concentrate on three common examinations (cardiac: follow up of congenital diseases; lung: follow up of patient suffering from cystic fibrosis (CF); abdomen: follow up of testicular tumors, sarcoma, lymphoma or Hodgkin’s disease) performed on children and young adults where it has been shown that 30% of that population might have at least 3 scans, 4% at least 9 scans. At the end of the project we would like to have a clear answer concerning the way CT protocols have to be modified to fully benefit from the IR approach for that particular population where dose reduction should have a full priority. Concerning the dose estimation aspect this project should demonstrate if for the population studied tube voltage modulation allows a further radiological risk reduction.Finally, this project aims to strengthen national and international scientific collaborations in the field of medical imaging.
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