Skip to content

blueclowd/Skullstripping

Repository files navigation

LevelSetCBEL - Levelset with texture analysis

Introduction

LevelSetCBEL is an ImageJ plugin written in Java 1.7 and contains two methods: * Modeled-based levelset proposed by Audrey H. Zhuang and Daniel J. Valentino (2005), Laboratory of Neuro Imaging (LONI) and Division of Interventional Neuro Radiology * Texture-based levelset based on Modeled-based levelset proposed by Laboratory of Computational Biomedical Engineering (2016). LevelSetCBEL is tested by Internet Brain Segmentation Repository (IBSR) and LONI Image Data Archive (IDA) in MINC format. Libraries used in this work includes Java Swing for GUI, BioFormats for medical image I/O and iText 7 for result report.

**What is skullstripping ?** Skull-stripping, belonging to one of the preprocessing step in neuroimaging analysis, aim to remove the non-brain tissues and leave the entire brain region.

**What is Levelset method ?** The level set approach allows the evolving front to change topology, break, and merge, which means that the evolving front can extract the boundaries of particularly intricate contours.

Installation guide

  • Download and install one of ImageJ distributions such as Fiji (http://imagej.net/Fiji/Downloads)
  • Put the following libraries under the directory {Installed folder}/jars/
    • commons-collections.jar
    • itext7-7.0.0
  • Run the software and install the plugin
    • In the menu bar, click Plugins → Install Plugins....
    • Select LevelSet_CBEL-0.1.0.jar and click open
    • Restart Fiji to complete the installation

Software snapshots

Alt text Alt text

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages