Data on MRI brain lesion segmentation using K-means and Gaussian Mixture Model-Expectation Maximization

The data in this article provide details about MRI lesion segmentation using K-means and Gaussian Mixture Model-Expectation Maximization (GMM-EM) algorithms. Both K-means and GMM-EM algorithms can segment lesion area from the rest of brain MRI automatically. The performance metrics (accuracy, sensit...

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Detalles Bibliográficos
Autores principales: Qiao, Ju, Cai, Xuezhu, Xiao, Qian, Chen, Zhengxi, Kulkarni, Praveen, Ferris, Craig, Kamarthi, Sagar, Sridhar, Srinivas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Medicine and Dentistry
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6820303/
https://www.ncbi.nlm.nih.gov/pubmed/31687441
http://dx.doi.org/10.1016/j.dib.2019.104628

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6820303/
https://www.ncbi.nlm.nih.gov/pubmed/31687441
http://dx.doi.org/10.1016/j.dib.2019.104628

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