[ITK-users] New Submission: Left Ventricle Segmentation in Cardiac Ultrasound Using Hough-Forests With Implicit Shape and Appearance Priors

[MIDAS Journal]

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A new submission has been added to the MIDAS Journal.

Title: Left Ventricle Segmentation in Cardiac Ultrasound Using Hough-Forests With Implicit Shape and Appearance Priors
Authors: Milletari F., Yigitsoy M., Navab N., Ahmadi S.
Abstract: We propose a learning based approach to perform automatic segmentation of the left ventricle in 3D cardiac ultrasound images. The segmentation contour is estimated through the use of a variant of Hough forests whose object localization capabilities are coupled with a patch-wise, appearance driven, contour estimation strategy. The performance of the proposed method is evaluated on a dataset of 30 images acquired
from 15 patients using different equipment and settings.

Download and review this publication at: http://hdl.handle.net/10380/3485

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