Article
Machine learning-based radiomics for predicting BRAF-V600E mutations in ameloblastoma.
Frontiers in immunology - 1 Jan 2023
Li Wen, Li Yang, Liu Xiaoling, Wang Li, Chen Wenqian, Qian Xueshen, Zheng Xianglong, Chen Jiang, Liu Yiming, Lin Lisong
Abstract excerpt
Background: Ameloblastoma is a locally invasive and aggressive epithelial odontogenic neoplasm. The BRAF-V600E gene mutation is a prevalent genetic alteration found in this tumor and is considered to have a crucial role in its pathogenesis. The objective of this study is to develop and validate a radiomics-based machine learning method for the identification of BRAF-V600E gene mutations in ameloblastoma patients....
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