Metric- and rank-based similarity learning in medical image computing

142 p.

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Bibliographic Details
Main Author:	Huang, Wei
Other Authors:	Chan Kap Luk
Format:	Theses and Dissertations
Published:	2014
Subjects:	DRNTU::Engineering::Electrical and electronic engineering::Electronic systems
Online Access:	http://hdl.handle.net/10356/58107
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Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-58107
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spelling	sg-ntu-dr.10356-581072023-07-04T15:49:41Z Metric- and rank-based similarity learning in medical image computing Huang, Wei Chan Kap Luk School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Electronic systems 142 p. While a great number of medical images are still being examined and analysed visually and qualitatively by clinicians in their clinical diagnosis nowadays, the evergrowing amount of medical images accompanying routine diagnosis and treatment does increase the demand and acceptance of incorporating medical image computing techniques for more objective and quantitative clinical analyses to assist clinicians' decision making. Although studies on medical image computing in diverse medical applications are becoming ever more intensive, the number of fully automated and robust medical image computing methods, which can be conveniently deployed by clinicians in their routine diagnosis, is limited. It is due to the fact that, a large number of contemporary methods still rely heavily on a number of parameters that are usually pre-defined experimentally by system developers. These somewhat "ad-hoc" methods need to be changed to cope with diverse clinical needs more easily and conveniently. Doctor of Philosophy (EEE) 2014-04-07T12:14:58Z 2014-04-07T12:14:58Z 2011 2011 Thesis http://hdl.handle.net/10356/58107 Nanyang Technological University application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Electrical and electronic engineering::Electronic systems
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering::Electronic systems Huang, Wei Metric- and rank-based similarity learning in medical image computing
description	142 p.
author2	Chan Kap Luk
author_facet	Chan Kap Luk Huang, Wei
format	Theses and Dissertations
author	Huang, Wei
author_sort	Huang, Wei
title	Metric- and rank-based similarity learning in medical image computing
title_short	Metric- and rank-based similarity learning in medical image computing
title_full	Metric- and rank-based similarity learning in medical image computing
title_fullStr	Metric- and rank-based similarity learning in medical image computing
title_full_unstemmed	Metric- and rank-based similarity learning in medical image computing
title_sort	metric- and rank-based similarity learning in medical image computing
publishDate	2014
url	http://hdl.handle.net/10356/58107
_version_	1772827177000108032

Metric- and rank-based similarity learning in medical image computing

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