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
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;
Conference_Titel :
Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE
Print_ISBN :
0-7803-7789-3
DOI :
10.1109/IEMBS.2003.1279820