DocumentCode
406576
Title
Automatic integration of PET/CT images for clinical use in radiotherapy
Author
Rizzo, G. ; Arienti, R. ; Castiglioni, I. ; Cattaneo, M. ; Castellone, P. ; Landoni, C. ; Ceresoli, G. ; Messa, C. ; Gilardi, M.C. ; Cerutti, S. ; Fazio, F.
Author_Institution
Inst. of Molecular Bioimaging & Physiol., Milano-Bicocca Univ., Milan, Italy
Volume
1
fYear
2003
fDate
17-21 Sept. 2003
Firstpage
603
Abstract
We implemented an automatic method based on maximization of mutual information (MI), suitable for clinical use for registration of CT and PET images in radiotherapy planning. The integration of anatomical CT information with functional PET data allows a better definition of the tumour volume with respect to the conventional CT based approach. The accuracy of spatial realignment obtained with the proposed approach was investigated in experimental data, relative to phantom and patient studies and was found adequate for radiotherapy application. An application of the MI matching method to a patient affected by non-small lung cancer is presented, showing the differences between CT and multimodal PET/CT radiotherapy treatment plans.
Keywords
computerised tomography; image registration; medical image processing; phantoms; positron emission tomography; radiation therapy; tumours; MI matching method; PET/CT images; anatomical CT information integration; automatic integration; clinical use; functional PET data; mutual information; non-small lung cancer; phantom; radiotherapy; radiotherapy planning; spatial realignment; tumour volume; Cancer; Computed tomography; Histograms; Image resolution; Imaging phantoms; Lungs; Medical treatment; Mutual information; Positron emission tomography; Probability distribution;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE
ISSN
1094-687X
Print_ISBN
0-7803-7789-3
Type
conf
DOI
10.1109/IEMBS.2003.1279820
Filename
1279820
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