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"T2-weighted MR image registration of rectal tumours and mesorectum during radiotherapy"

Ahmed Bani Yassien, Ghazaleh Gobadi, Marius Staring, Baukelien van Triest, Doenja Lambregts, Anja Betgen, Corrie A.M. Marijnen and Uulke A. van der Heide

Abstract

Purpose: To monitor tumor changes in rectal cancer patients undergoing sequential MRI during radiotherapy, deformable image registration (DIR) is required. However, applying DIR may result in unrealistic tissues expansion or folding, particularly in the case of tumor shrinkage. We developed and evaluated two registration approaches of T2-weighted (T2W) MRI for spatial mapping of tumor and mesorectum.

Methods and Materials: Thirteen patients received weekly repeated T2W-MRI (3T) for five weeks (n=62 scans). Both approaches were implemented in Elastix, using a B-splines transformation and mutual information as a similarity metric. For registration of non-tumor structures in the mesorectum manually selected landmarks and/or rectum contours were utilized to refine the registration when needed. For tumor mapping, the transit point from tumor to normal rectum wall was used for tumor alignment assuming tumor volume preservation.

Results: Registration of non-tumor structures resulted in average dice similarity coefficient (DSC) of 906% and mean surface distance (MSD) of 1.530.48mm between mesorectum segmentations. Refinement using landmarks was required for one patient improving MSD and DSC, from 18.0 to 1.27 mm and 62% to 96% respectively. Refinement using rectum contours was required for another patient improving MSD form 3.0 to 2.7 mm. Tumor mapping resulted in satisfactory alignment when evaluated visually. For an average-sized tumor (~30cc) with 44% volume shrinkage MSD was 1.5 mm between rectum delineations.

Conclusion: We obtained accurate registrations between T2W-MRIs over time within the mesorectum. This can be used for monitoring tumor response and toxicity of normal tissue in radiotherapy of rectal tumors.

 

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Copyright © 2017 by the authors. Published version © 2017 by . Personal use of this material is permitted. However, permission to reprint or republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works, must be obtained from the copyright holder.

 

BibTeX entry

@inproceedings{BaniYassien:2017,
author = "{Ahmed Bani Yassien and Ghazaleh Gobadi and Marius Staring and Baukelien van Triest and Doenja Lambregts and Anja Betgen and Corrie A.M. Marijnen and Uulke A. van der Heide}",
title = "{T2-weighted MR image registration of rectal tumours and mesorectum during radiotherapy}",
booktitle = "{European Congress of Radiology}",
address = "{Vienna, Austria}",
month = "{March}",
year = "{2017}",
}

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