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Comparison and eval...
Comparison and evaluation of retrospective intermodality image registration techniques
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West, Jay B. (author)
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Fitzpatrick, J. Michael (author)
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Wang, Mathew Y. (author)
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Dawant, Benoit M. (author)
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Maurer Jr., Calvin R. (author)
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Kessler, Robert M. (author)
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Maciunas, Robert J. (author)
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Barillot, Christian (author)
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Lemoine, Didier (author)
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Collignon, Andre M. F. (author)
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Maes, Fredrik (author)
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Suetens, Paul (author)
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Vandermeulen, Dirk (author)
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Elsen, Petra A van den (author)
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Hemler, Paul F. (author)
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Napel, Sandy (author)
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Sumanaweera, Thilaka S. (author)
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Harkness, Beth A. (author)
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Hill, Derek L. (author)
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Studholme, Colin (author)
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Malandain, Gregoire (author)
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Pennec, Xavier (author)
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Noz, Marilyn E. (author)
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- Maguire Jr., Gerald Q. (author)
- KTH,Teleinformatik
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Pelizzari, Charles A. (author)
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Robb, Richard A. (author)
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Hanson, Dennis P. (author)
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Woods, R. P. (author)
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(creator_code:org_t)
- SPIE - International Society for Optical Engineering, 1997
- 1997
- English.
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In: SPIE - The International Society for Optical Engineering. - : SPIE - International Society for Optical Engineering. ; , s. 332-347
- Related links:
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http://www.ncbi.nlm....
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
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- All retrospective image registration methods have attached to them some intrinsic estimate of registration error. However, this estimate of accuracy may not always be a good indicator of the distance between actual and estimated positions of targets within the cranial cavity. This paper describes a project whose principal goal is to use a prospective method based on fiducial markers as a ’gold standard’ to perform an objective, blinded evaluation of the accuracy of several retrospective image-to-image registration techniques. Image volumes of three modalities – CT, MR, and PET – were taken of patients undergoing neurosurgery at Vanderbilt University Medical Center. These volumes had all traces of the fiducial markers removed, and were provided to project collaborators outside Vanderbilt, who then performed retrospective registrations on the volumes, calculating transformations from CT to MR and/or from PET to MR, and communicated their transformations to Vanderbilt where the accuracy of each registration was evaluated. In this evaluation the accuracy is measured at multiple ’regions of interest,’ i.e. areas in the brain which would commonly be areas of neurological interest. A region is defined in the MR image and its centroid C is determined. Then the prospective registration is used to obtain the corresponding point C’ in CT or PET. To this point the retrospective registration is then applied, producing C’ in MR. Statistics are gathered on the target registration error (TRE), which is the disparity between the original point C and its corresponding point C’. A second goal of the project is to evaluate the importance of correcting geometrical distortion in MR images, by comparing the retrospective TRE in the rectified images, i.e., those which have had the distortion correction applied, with that of the same images before rectification. This paper presents preliminary results of this study along with a brief description of each registration technique and an estimate of both preparation and execution time needed to perform the registration.
Subject headings
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Radiologi och bildbehandling (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Radiology, Nuclear Medicine and Medical Imaging (hsv//eng)
Keyword
- Brain
- Computer Communication Networks
- Diagnostic Errors
- Humans
- Magnetic Resonance Imaging
- Observer Variation
- Prospective Studies
- Retrospective Studies
- Sensitivity and Specificity
- Teleradiology
- Tomography
- Emission-Computed
- Tomography
- X-Ray Computed
- SRA - ICT
- SRA - Informations- och kommunikationsteknik
Publication and Content Type
- ref (subject category)
- kon (subject category)
To the university's database
- By the author/editor
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West, Jay B.
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Fitzpatrick, J. ...
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Wang, Mathew Y.
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Dawant, Benoit M ...
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Maurer Jr., Calv ...
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Kessler, Robert ...
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show more...
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Maciunas, Robert ...
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Barillot, Christ ...
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Lemoine, Didier
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Collignon, Andre ...
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Maes, Fredrik
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Suetens, Paul
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Vandermeulen, Di ...
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Elsen, Petra A v ...
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Hemler, Paul F.
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Napel, Sandy
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Sumanaweera, Thi ...
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Harkness, Beth A ...
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Hill, Derek L.
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Studholme, Colin
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Malandain, Grego ...
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Pennec, Xavier
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Noz, Marilyn E.
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Maguire Jr., Ger ...
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Pelizzari, Charl ...
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Robb, Richard A.
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Hanson, Dennis P ...
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Woods, R. P.
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show less...
- About the subject
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- MEDICAL AND HEALTH SCIENCES
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MEDICAL AND HEAL ...
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and Clinical Medicin ...
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and Radiology Nuclea ...
- Articles in the publication
- SPIE - The Inter ...
- By the university
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Royal Institute of Technology