Integrating Radiomics and Lesion Mapping for Cerebellar Mutism Syndrome Prediction

Integrating Radiomics and Lesion Mapping for Cerebellar Mutism Syndrome Prediction

<b>Objective:</b> To develop and validate a composite model that combines lesion–symptom mapping (LSM), radiomic information, and clinical factors for predicting cerebellar mutism syndrome in pediatric patients suffering from posterior fossa tumors. <b>Methods:</b> A retrospe...

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Bibliographic Details
Main Authors: Xinyi Chai, Wei Yang, Yingjie Cai, Xiaojiao Peng, Xuemeng Qiu, Miao Ling, Ping Yang, Jiashu Chen, Hong Zhang, Wenping Ma, Xin Ni, Ming Ge
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Children
Subjects:
cerebellar mutism syndrome
lesion–symptom mapping
radiomics
predictive model
machine learning
Online Access:https://www.mdpi.com/2227-9067/12/6/667
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