Automated Determination of the H3 K27-Altered Status in Spinal Cord Diffuse Midline Glioma by Radiomics Based on T2-Weighted MR Images.
Junjie LiYongZhi WangJinyuan WengLiying QuMinghao WuMin GuoJun SunGeli HuXiaodong GongXing LiuYunyun DuanZhizheng ZhuoWenqing JiaYaou LiuPublished in: AJNR. American journal of neuroradiology (2023)
Radiomics signatures based on preoperative T2WI could accurately predict the H3 K27-altered status of spinal cord diffuse midline glioma, providing potential benefits for clinical management.
Keyphrases
- spinal cord
- contrast enhanced
- deep learning
- spinal cord injury
- neuropathic pain
- low grade
- magnetic resonance
- lymph node metastasis
- magnetic resonance imaging
- machine learning
- computed tomography
- patients undergoing
- convolutional neural network
- optical coherence tomography
- genome wide
- solid phase extraction
- squamous cell carcinoma
- gene expression
- dna methylation
- high grade
- risk assessment
- molecularly imprinted
- human health