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An Effective Approach to Improve the Automatic Segmentation and Classification Accuracy of Brain Metastasis by Combining Multi-phase Delay Enhanced MR Images

The objective of this study is to analyse the diffusion rule of the contrast media in multi-phase delayed enhanced magnetic resonance (MR) T1 images using radiomics and to construct an automatic classification and segmentation model of brain metastases (BM) based on support vector machine (SVM) and...

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Detalles Bibliográficos
Autores principales: Chen, Mingming, Guo, Yujie, Wang, Pengcheng, Chen, Qi, Bai, Lu, Wang, Shaobin, Su, Ya, Wang, Lizhen, Gong, Guanzhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10406988/
https://www.ncbi.nlm.nih.gov/pubmed/37259008
http://dx.doi.org/10.1007/s10278-023-00856-3