Improving the detection of new lesions in multiple sclerosis with a cascaded 3D fully convolutional neural network approach
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DOI: 10.3389/fnins.2022.1007619
Abstract: Longitudinal magnetic resonance imaging (MRI) has an important role in multiple sclerosis (MS) diagnosis and follow-up. Specifically, the presence of new lesions on brain MRI scans is considered a robust predictive biomarker for the disease… read more here.
Keywords: new lesion; detection new; detection; new lesions ... See more keywords
Evaluating the use of synthetic T1-w images in new T2 lesion detection in multiple sclerosis
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.954662
Abstract: The assessment of disease activity using serial brain MRI scans is one of the most valuable strategies for monitoring treatment response in patients with multiple sclerosis (MS) receiving disease-modifying treatments. Recently, several deep learning approaches… read more here.
Keywords: new lesion; synthetic images; lesion detection; detection ... See more keywords