Automated lung segmentation

Version 1.0.0.0 (2.3 MB) by Jen Hong Tan
An automated lung segmentation uses profile matching and random walker algorithm
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Updated 21 Sep 2015

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In the attached files, we have used profile matching and random walker algorithm to automatically segment posterior-anterior lung x-ray. The paper behind the technique is:
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An interactive lung field segmentation scheme with automated capability
J. H. Tan, U. R. Acharya, C. M. Lim, K. Thomas Abraham
Digital Signal Processing 23(3), 1022-1031
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Type 'TUBGUI_003' to launch the algorithm. We have provided two files as sample to demonstrate the segmentation: ‘PATIENT07.mat’ and ‘PATIENT08.mat’.
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The demo video for the technique:
https://www.youtube.com/watch?v=NPXfb9Ac9xQ

Cite As

Jen Hong Tan (2024). Automated lung segmentation (https://www.mathworks.com/matlabcentral/fileexchange/53114-automated-lung-segmentation), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2013b
Compatible with any release
Platform Compatibility
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lung seg (random walker)/

lung seg (random walker)/@TensileData/

lung seg (random walker)/@jCAxes/

lung seg (random walker)/@jCButton/

lung seg (random walker)/@jCCircle/

lung seg (random walker)/@jCFigure/

lung seg (random walker)/@jCFigureManager/

lung seg (random walker)/@jCGUIObject/

lung seg (random walker)/@jCHorProfile/

lung seg (random walker)/@jCLabel/

lung seg (random walker)/@jCMarkerGrp/

lung seg (random walker)/@jCRadiograph/

lung seg (random walker)/@jCRadiographAnalyzer/

Version Published Release Notes
1.0.0.0

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