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Exploring the Application of an Advanced-Diffusion-Model-Based Radiomics Model in detecting radiation-induced brain injury
Mengzhu Wang1 and Weike Zeng2
1MR Scientific Marketing, Siemens Healthcare, Guangzhou, China, 2Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
We developed and validated an effective radiomics model based on multiple advanced diffusion methods including DTI, DKI, NODDI and MAP-MRI for detecting radiation-induced brain injury, which provides a noninvasive tool for the early quantitative diagnosis of RI
Figure 2. The area under the ROC curve of train and validation set based on radiomics model
Table 1. Clinical statistics in the diagnosis.