The Insight Journal is an Open Access on-line publication covering the domain of medical image processing and visualization.
The unique characteristics of the Insight Journal include:
- Open-access to articles, data, code, and reviews
- Open peer-review that invites discussion between reviewers and authors
- Emphasis on reproducible science via automated code compilation and testing
- Support for continuous revision of articles, code, and reviews
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- Open-access to articles, data, code, and reviews
- Open peer-review that invites discussion between reviewers and authors
- Emphasis on reproducible science via automated code compilation and testing
- Support for continuous revision of articles, code, and reviews
Subscribe to the Kitware's newsletter
to receive news about open-source on your desk, it's free!
Characterization of anatomical structure of the brain and effi cient algorithms for automatically analyzing brain MRI have gained an increasing interest in recent years. In this paper, we propose an algorithm that automatically segments the anatomical [...]
In this paper, we validate our proposed segmentation algorithm called Bayesian-based adaptive mean-shift (BAMS) on real mul-timodal MR images provided by the MRBrainS challenge. BAMS is a fully automatic unsupervised segmentation algorithm. It is based on the [...]
An automated method of MR Brain image segmentation is presented. A block based Expectation Maximization method is presented for the tissue classification of MR Brain images. The standard Gaussian Mixture Model is the most widely used method for MR Brain Image [...]
This work is integrated in the MICCAI Grand Challenge: MR Brain Image Segmentation 2013. It aims for the automatic segmentation of brain into Cerebrospinal fluid (CSF), Gray matter (GM) and White matter (WM). The provided dataset contains patients with white [...]
We present a method for automated brain-tissue segmentation through voxelwise classification. Our algorithm uses manually labeled training images to train a support vector machine (SVM) classifier, which is then used for the segmentation of target images. The [...]
This work presents an automatic brain MRI segmentation method which can classify brain voxels into one of three main tissue types: gray matter (GM), white matter (WM) and Cerebro-spinal Fluid (CSF). Intensity-model based classification of MR images has proven [...]
Segmentation of the human cerebrum from magnetic resonance images (MRI) into its component tissues has been a defining problem in medical imaging. Until recently, this has been solved as the tissue classification of the T1-weighted (T1-w) MRI, with numerous [...]
MAP–Based Framework for Segmentation of MR Brain Images Based on Visual Appearance and Prior Shape
We propose a new MAP-based technique for the unsupervised segmentation of different brain structures (white matter, gray matter, etc.) from T1-weighted MR brain images. In this paper, we follow a procedure like most conventional approaches, in which [...]
A fully automatic brain segmentation method is presented. First the skull is stripped using a model-based level set on T1-weighted inversion recovery images, then the brain ventricles and basal ganglia are segmented using the same method on T1-weighted [...]
This study investigates a method for brain tissue segmentation from 3D T1 weighted (T1w) MR images via convex relaxation with a hierarchical ordering constraint. It employs a multi-atlas-based initialization from 5 training images and is tested on 12 T1w MR [...]
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Publication of the Month
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| A patch-based framework for new ITK functionality: Joint fusion, denoising, and non-local super-resolution
by Tustison N., Avants B., Wang H., Xie L., Coupe P., Yushkevich P., Manjon J.
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| Worked very well and was easy to build A Skull-Stripping Filter for ITK by Jared Becksfort on 2017-09-19 16:03:36
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| Very interesting work Isotropic and Steerable Wavelets in N... by Le Zheng on 2017-06-02 11:07:04
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| Valuable contribution A new implementation of... by Dženan Zukić on 2016-07-28 15:40:50
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| Simple interface A Skull-Stripping Filter for ITK by Todd Jensen on 2016-05-30 08:00:15
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| A useful function, but with some build... Walk In A Triangulation : Straight Walk by Davis Vigneault on 2015-06-09 09:57:49
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| A meaningful contribution with... Exact Geometrical Predicate: Point in... by Davis Vigneault on 2015-06-09 11:10:14
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| Useful tool for kinetic analysis of PET... InsightToolkit Kinetic Analysis... by Matthew Mccormick on 2014-11-21 18:34:13
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