Identification of subregions in parameter maps by GMM

バージョン 1.0.1 (7.15 KB) 作成者: Oscar Jalnefjord
The package provides functions for identification of subregions in parameter maps based on Gaussian mixture models

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更新 2019/6/3

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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.

引用

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.

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