Identification of high-risk plaque features in intracranial atherosclerosis: initial experience using a radiomic approach.
Zhang ShiChengcheng ZhuAndrew J DegnanXia TianJing LiLuguang ChenXuefeng ZhangWenjia PengChao ChenJianping LuTao JiangDavid SalonerZhang ShiPublished in: European radiology (2018)
• High-resolution magnetic resonance imaging can assess basilar artery atherosclerotic plaque. • Radiomic features in T1 and CE-T1 images are associated with acute symptoms. • Radiomic analysis can accurately distinguish between acute symptomatic and asymptomatic plaque. • The highest accuracy may be achieved by combining radiomic and conventional features.
Keyphrases
- liver failure
- magnetic resonance imaging
- coronary artery disease
- high resolution
- respiratory failure
- drug induced
- cardiovascular disease
- aortic dissection
- computed tomography
- deep learning
- hepatitis b virus
- optical coherence tomography
- convolutional neural network
- magnetic resonance
- machine learning
- extracorporeal membrane oxygenation
- depressive symptoms
- tandem mass spectrometry
- quantum dots
- high speed