Identification of subregions in parameter maps by GMM
Version 1.0.1 (7.15 KB) by
Oscar Jalnefjord
The package provides functions for identification of subregions in parameter maps based on Gaussian mixture models
The package provides functions for identification of subregions in parameter maps (e.g. tumor parameter maps) based on Gaussian mixture models. The clustering is performed on a group level to enable comparison across subjects and time.
A toy example is provided to show simple use of the functions. If the functions are used in research, please cite as described in the corresponding function.
Cite As
Jalnefjord, Oscar, et al. “Data-Driven Identification of Tumor Subregions Based on Intravoxel Incoherent Motion Reveals Association with Proliferative Activity.” Magnetic Resonance in Medicine, Wiley, May 2019, doi:10.1002/mrm.27820.
MATLAB Release Compatibility
Created with
R2016b
Compatible with R2016b and later releases
Platform Compatibility
Windows macOS LinuxCategories
- AI and Statistics > Statistics and Machine Learning Toolbox > Cluster Analysis and Anomaly Detection > Gaussian Mixture Models >
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