Eliminating the need for manual segmentation to determine size and volume from MRI. A proof of concept on segmenting the lateral ventricles

F Yepes-Calderon, JG McComb - Plos one, 2023 - journals.plos.org
Manual segmentation, which is tedious, time-consuming, and operator-dependent, is
currently used as the gold standard to validate automatic and semiautomatic methods that …

A novel MRI‐compatible brain ventricle phantom for validation of segmentation and volumetry methods

AF Khan, JJ Drozd, RK Moreland, RM Ta… - Journal of Magnetic …, 2012 - Wiley Online Library
Purpose: To create a standardized, MRI‐compatible, life‐sized phantom of the brain
ventricles to evaluate ventricle segmentation methods using T1‐weighted MRI. An objective …

A comprehensive testing protocol for MRI neuroanatomical segmentation techniques: evaluation of a novel lateral ventricle segmentation method

MJ Kempton, TSA Underwood, S Brunton, F Stylios… - Neuroimage, 2011 - Elsevier
Although a wide range of approaches have been developed to automatically assess the
volume of brain regions from MRI, the reproducibility of these algorithms across different …

MR evaluation of left ventricular volumes and function: threshold-based 3D segmentation versus short-axis planimetry

K Nassenstein, A De Greiff, P Hunold - Investigative radiology, 2009 - journals.lww.com
Objectives: Our study aimed to evaluate a three-dimensional (3D) threshold-based, region-
growing segmentation algorithm for the assessment of left ventricular (LV) volumes in …

A segmentation-based and partial-volume-compensated method for an accurate measurement of lateral ventricular volumes on T1-weighted magnetic resonance …

D Wang, DM Doddrell - Magnetic resonance imaging, 2001 - Elsevier
Lateral ventricular volumes based on segmented brain MR images can be significantly
underestimated if partial volume effects are not considered. This is because a group of …

Accuracy and time-efficiency of an automated software tool to assess left ventricular parameters in cardiac magnetic resonance imaging

P Bartolomé, M Caballeros… - Journal of Thoracic …, 2020 - journals.lww.com
Purpose: Routine manual tracing of cardiac contours is time-consuming and subject to
variability. A fully automated software tool may improve reading efficiency. This study was …

Fully automatic segmentation of 4D MRI for cardiac functional measurements

Y Wang, Y Zhang, W Xuan, E Kao, P Cao… - Medical …, 2019 - Wiley Online Library
Purpose Segmentation of cardiac medical images, an important step in measuring cardiac
function, is usually performed either manually or semiautomatically. Fully automatic …

Left Ventricle: Automated Segmentation by Using Myocardial Effusion Threshold Reduction and Intravoxel Computation at MR Imaging1

NCF Codella, JW Weinsaft, MD Cham, M Janik… - Radiology, 2008 - pubs.rsna.org
This retrospective analysis of existing patient data had institutional review board approval
and was performed in compliance with HIPAA. No informed consent was required. The …

Fully automated segmentation of the left ventricle applied to cine mr images: description and results on a database of 45 subjects

C Constantinidès, E Roullot, M Lefort… - … Conference of the …, 2012 - ieeexplore.ieee.org
A fully automated segmentation method of the left ventricle from short-axis cardiac MR
images is proposed and evaluated. The segmentation is based on morphological filtering …

Evaluation of manual and automatic segmentation of the mouse heart from CINE MR images

E Heijman, JP Aben, C Penners… - Journal of Magnetic …, 2008 - Wiley Online Library
Purpose To compare global functional parameters determined from a stack of
cinematographic MR images of mouse heart by a manual segmentation and an automatic …