Improved Glioma Grading Using Deep Convolutional Neural Networks
Editor’s Choice Convolutional neural networks are able to learn discriminating features automatically, and these features provide added value for grading gliomas.
Editor’s Choice Convolutional neural networks are able to learn discriminating features automatically, and these features provide added value for grading gliomas.
Fellows’ Journal Club Subpial hemorrhage with underlying infarction is a recognizable condition with unique MR imaging and sonographic features. Improved recognition may advance understanding of risk factors and outcomes.
Editor’s Choice A robust motion-tracked section-to-volume registration algorithm enabled deterministic tractography of the superior cerebellar peduncle and middle cerebellar peduncle in vivo and allowed characterization of developmental changes in this study of 58 fetuses with a median gestational age of
Fellows’ Journal Club The aneurysm neck located on the outer convexity is a new, incomplete occlusion predictor, joining older age, fusiform aneurysms, and aneurysms with the branching artery from the dome. No permanent neurologic deficits or rupture were observed in
Editor’s Choice Diffusion spectrum imaging can detect abnormalities of white matter microstructure along the central auditory pathway in patients with unilateral idiopathic sudden sensorineural hearing loss. The generalized fractional anisotropy value of the ipsilateral medial geniculate body may help to
Forghani R, ed. Mukherji SK, consulting ed. Neuroimaging Clinics of North America: Machine Learning and Other Artificial Intelligence Applications. Elsevier; 2020;30(4):393–530; $397.00 Machine Learning and Other Artificial Intelligence Applications is a thoughtfully arranged collection of review articles offering an overview
1. Song J, Kadaba P, Kravitz A, et al. Multiparametric MRI for early identification of therapeutic response in recurrent glioblastoma treated with immune checkpoint inhibitors. Neuro Oncol 2020;22:1658–66 Immune checkpoint inhibitors (ICIs) such as the charmingly named programmed cell death
Fellows’ Journal Club Radiation-induced imaging changes are common following linear particle accelerator-based stereotactic radiosurgery for brain AVMs, appear to peak at 12 months, and are significantly associated with new neurologic findings.
Editor’s Choice CTP patterns helped to differentiate acute ischemic stroke from epileptic seizure in a “code stroke“ situation. The results indicate that a hyperperfusion pattern, especially if not restricted to a vascular territory, may suggest reconsideration of intravenous thrombolytic therapy.
Fellows’ Journal Club In a retrospective multicenter study, all patients treated with the FRED for a ruptured intracranial blister-like aneurysm between January 2013 and May 2019 were analyzed. In total, 30 patients with 30 ruptured blister-like aneurysms were treated. Immediate