Statistical shape models for 3D medical image segmentation: a review

T Heimann, HP Meinzer - Medical image analysis, 2009 - Elsevier
Statistical shape models (SSMs) have by now been firmly established as a robust tool for
segmentation of medical images. While 2D models have been in use since the early 1990s …

Challenges and methodologies of fully automatic whole heart segmentation: a review

X Zhuang - Journal of healthcare engineering, 2013 - Wiley Online Library
Whole heart segmentation from magnetic resonance imaging or computed tomography is a
prerequisite for many clinical applications. Since manual delineation can be tedious and …

Automatic model-based segmentation of the heart in CT images

O Ecabert, J Peters, H Schramm… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
Automatic image processing methods are a pre-requisite to efficiently analyze the large
amount of image data produced by computed tomography (CT) scanners during cardiac …

Automated model-based vertebra detection, identification, and segmentation in CT images

T Klinder, J Ostermann, M Ehm, A Franz, R Kneser… - Medical image …, 2009 - Elsevier
For many orthopaedic, neurological, and oncological applications, an exact segmentation of
the vertebral column including an identification of each vertebra is essential. However …

[图书][B] Visual computing for medicine: theory, algorithms, and applications

B Preim, CP Botha - 2013 - books.google.com
Visual Computing for Medicine, Second Edition, offers cutting-edge visualization techniques
and their applications in medical diagnosis, education, and treatment. The book includes …

Automated segmentation of the left ventricle in cardiac MRI

MR Kaus, J Von Berg, J Weese, W Niessen… - Medical image …, 2004 - Elsevier
We present a fully automated deformable model technique for myocardium segmentation in
3D MRI. Loss of signal due to blood flow, partial volume effects and significant variation of …

[PDF][PDF] Shape constrained automatic segmentation of the liver based on a heuristic intensity model

D Kainmüller, T Lange, H Lamecker - … 3D Segmentation in the Clinic: A …, 2007 - Citeseer
We present a fully automatic 3D segmentation method for the liver from contrast-enhanced
CT data. It is based on a combination of a constrained free-form and statistical deformable …

Model-based segmentation of vertebral bodies from MR images with 3D CNNs

R Korez, B Likar, F Pernuš, T Vrtovec - International conference on medical …, 2016 - Springer
We propose an automated method for supervised segmentation of vertebral bodies (VBs)
from three-dimensional (3D) magnetic resonance (MR) spine images that is based on …

A framework for automated spine and vertebrae interpolation-based detection and model-based segmentation

R Korez, B Ibragimov, B Likar… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Automated and semi-automated detection and segmentation of spinal and vertebral
structures from computed tomography (CT) images is a challenging task due to a relatively …

Automated segmentation of the prostate in 3D MR images using a probabilistic atlas and a spatially constrained deformable model

S Martin, J Troccaz, V Daanen - Medical physics, 2010 - Wiley Online Library
Purpose: The authors present a fully automatic algorithm for the segmentation of the prostate
in three‐dimensional magnetic resonance (MR) images. Methods: The approach requires …