NDLI: Simultaneous Registration and Landmark Detection

Content Provider	IEEE Xplore Digital Library
Author	Bond, S.L. Brady, M.
Copyright Year	2006
Description	Author affiliation: Wolfson Med. Vision Lab., Oxford Univ. (Bond, S.L.; Brady, M.)
Abstract	We are developing a system for patient management in colorectal cancer, in which a difficult case of non-rigid registration, namely of pre- and post-therapy images, arises. Numerous non-rigid registration algorithms have been proposed in medical image analysis, and we have applied several leading algorithms to our non-rigid registration problem; but with unpromising results. The fundamental reason appears to be that they lack with knowledge of the particular application. We propose a graphical representation of anatomical knowledge relevant for colorectal cancer, and of the ways in which this anatomy may be predicted to change as a result of chemo and radiotherapy. We show how we interleave this representation with an adaptive registration algorithm to make the non-rigid registration result both robust and accurate
Sponsorship	IEEE EMB
Starting Page	2634
Ending Page	2637
File Size	233533
Page Count	4
File Format	PDF
ISBN	1424400325
ISSN	1557170X
DOI	10.1109/IEMBS.2006.259991
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-08-30
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Image segmentation Cancer Anatomy Robustness Neoplasms Magnetic resonance imaging Breast Biomedical imaging Lymph nodes Pixel
Content Type	Text
Resource Type	Article
Subject	Signal Processing Biomedical Engineering Health Informatics Computer Vision and Pattern Recognition

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