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General purpose medical image registration.

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Call No.	Ph.D. 2003
Author	Periaswamy, Senthil.
Title	General purpose medical image registration.
Date	2003
Abstract	We have developed a general-purpose registration algorithm for medical images and volumes. The transformation between images is modeled as locally affine but globally smooth, and explicitly accounts for local and global variations in image intensities. An explicit model for missing data is also incorporated, allowing us to simultaneously segment and register images with partial or missing data. The algorithm is built upon a differential multiscale framework and incorporates the expectation-maximization (EM) algorithm. We show that this approach is highly effective in registering a range of clinical medical images.
Description	xiv, 158 : ill. 28 cm.
Format	application/pdf
Advisor	Hany Farid.
Subject	Diagnostic imaging -- Mathematics. Expectation-maximization algorithms. Imaging systems in medicine -- Mathematics.
College	Dartmouth College -- Department of Computer Science.
Issuing Body	Dartmouth Dissertations are made available through the Dartmouth Digital Library.
Degree	Thesis (Ph.D.)--Dartmouth College.
Copyright	All rights reserved. No part of this book may be reproduced in any form by any electronic or mechanical means without permission in writing from the author.
DOI	http://dx.doi.org/10.1349/ddlp.34

Title	Page 1
Format	application/pdf
Issuing Body	Dartmouth Dissertations are made available through the Dartmouth Digital Library.
Degree	Thesis (Ph.D.)--Dartmouth College.
Full Text	GENERAL PURPOSE MEDICAL IMAGE REGISTRATION Carol Fait A Thesis Submitted to the Faculty in partial fullfillment of the requirements for the degree of Doctor of Philosophy in Computer Science by Senthil Periaswamy DARTMOUTH COLLEGE Hanover, New Hampshire April 2003 ,.Examinin~mmittee:.lohn B. Weaver '/ b Dan Rockmore __ - ----.-- f,' ~heil Inati ! ( v Dean of Graduate Studies

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