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Multimodal Brain-Tumor Segmentation Based on Dirichlet Process Mixture Model with Anisotropic Diffusion and Markov Random Field Prior

Brain-tumor segmentation is an important clinical requirement for brain-tumor diagnosis and radiotherapy planning. It is well-known that the number of clusters is one of the most important parameters for automatic segmentation. However, it is difficult to define owing to the high diversity in appear...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Lu, Yisu, Jiang, Jun, Yang, Wei, Feng, Qianjin, Chen, Wufan
Format: Artigo
Sprache:Inglês
Veröffentlicht: Hindawi Publishing Corporation 2014
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4164260/
https://ncbi.nlm.nih.gov/pubmed/25254064
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/717206
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