Deep learning-based prediction of H3K27M alteration in diffuse midline gliomas based on whole-brain MRI.

Bowen HuangYuekang ZhangQing MaoYan JuYanhui LiuZhengzheng SuYinjie LeiYanming Ren

Published in: Cancer medicine (2023)

The developed model achieved excellent performance in predicting the H3K27M alteration status in DMGs, and its good reproducibility and generalization were verified in the external dataset.

Keyphrases

deep learning
high grade
magnetic resonance imaging
contrast enhanced
low grade
white matter
resting state
machine learning
diffusion weighted imaging
computed tomography
multiple sclerosis
magnetic resonance