Breast density segmentation
This is an implementation of automatic breast density segmentation based on the morphological area gradient (MAG) method [1]. For additional functionalities including breast segmentation, chest wall detection, ROI detection and feature extraction, please refer to OpenBreast [2]. For a demo, simply execute "runme" at the Matlab prompt.
[1] G. F. Torres et al., "Morphological Area Gradient: System-independent Dense Tissue Segmentation in Mammography Images," Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019, pp. 4855-4858.
[2] Said Pertuz (2019). OpenBreast (https://www.github.com/spertuz/openbreast), GitHub. Retrieved November 14, 2019.
Zitieren als
Said Pertuz (2024). Breast density segmentation (https://www.mathworks.com/matlabcentral/fileexchange/73360-breast-density-segmentation), MATLAB Central File Exchange. Abgerufen.
Kompatibilität der MATLAB-Version
Plattform-Kompatibilität
Windows macOS LinuxKategorien
- Image Processing and Computer Vision > Image Processing Toolbox > Image Segmentation and Analysis > Image Segmentation > Color Segmentation >
Tags
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Live Editor erkunden
Erstellen Sie Skripte mit Code, Ausgabe und formatiertem Text in einem einzigen ausführbaren Dokument.
Version | Veröffentlicht | Versionshinweise | |
---|---|---|---|
1.0.1 | Included post-processing |
||
1.0.0 |