Differentiation of benign and malignant spinal schwannoma using guided attention inference networks on multi-source MRI: comparison with radiomics method and radiologist-based clinical assessment.

Jiashi CaoXiang WangYuanfang QiaoSong ChenPeng WangHongbiao SunLichi ZhangTielong LiuShiyuan Liu

Published in: Acta radiologica (Stockholm, Sweden : 1987) (2022)

The novel GAIN-CP method can successfully classify malignant spinal schwannoma from benign cases using the provided multi-source MR images exhibiting good prospect in clinical diagnosis.

Keyphrases

contrast enhanced
spinal cord
deep learning
magnetic resonance
squamous cell carcinoma
lymph node metastasis
single cell
optical coherence tomography
machine learning
spinal cord injury
clinical evaluation