Optimizing machine learning-based multimodal radiomics for predicting IDH status in gliomas: A SHAP-based multicenter study
Published online on January 27, 2026
Abstract
Scottish Medical Journal, Volume 71, Issue 1, Page 27-39, February 2026.
BackgroundPredicting isocitrate dehydrogenase (IDH) status is crucial in glioma management. Conventional MRI (cMRI) has limitations, but the clinical translation of radiomics and machine learning (ML) is often limited by single-center datasets and poor ...
BackgroundPredicting isocitrate dehydrogenase (IDH) status is crucial in glioma management. Conventional MRI (cMRI) has limitations, but the clinical translation of radiomics and machine learning (ML) is often limited by single-center datasets and poor ...