Multi-dimensional image segmentation and r...

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Sprache: Englisch

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Beschreibung

This book focuses on designing segmentation and motion tracking methods of the coronary arteries in order to build pre-operative patient-specific motion models. Various vessel centreline and lumen segmentation algorithms are presented, including intensity based approaches, geometric model matching method and morphology-based method. A probabilistic atlas of the coronary arteries is formed from a group of subjects to facilitate the vascular segmentation and registration procedures. Non-rigid registration framework based on a free-form deformation model and multi-level multi-channel large deformation diffeomorphic metric mapping are proposed to track the coronary motion. The methods are applied to 4D CTA images acquired from various groups of patients and quantitatively evaluated. The thesis work presented in this book can be applied to the wide image processing and data analysis domains in general.

Über den Autor

Dong Ping received her PhD in Computing from Imperial College London, UK. Her PhD research focused on large scale multi-modality biomedical data analysis in both temporal and spatial domains.

Details

Erscheinungsjahr:	2013
Genre:	Informatik , Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	168 S.
ISBN-13:	9783659346354
ISBN-10:	3659346357
Sprache:	Englisch
Ausstattung / Beilage:	Paperback
Einband:	Kartoniert / Broschiert
Autor:	Zhang, Dong Ping
Hersteller:	LAP LAMBERT Academic Publishing
Verantwortliche Person für die EU:	LAP Lambert Academic Publishing, Brivibas Gatve 197, ?-1039 Riga, customerservice@vdm-vsg.de
Maße:	220 x 150 x 11 mm
Von/Mit:	Dong Ping Zhang
Erscheinungsdatum:	31.05.2013
Gewicht:	0,268 kg