AIMC Topic: Demyelinating Autoimmune Diseases, CNS

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Current imaging applications, radiomics, and machine learning modalities of CNS demyelinating disorders and its mimickers.

Journal of neurology Aug 12, 2025
Distinguishing among neuroinflammatory demyelinating diseases of the central nervous system can present a significant diagnostic challenge due to substantial overlap in clinical presentations and imaging features. Collaboration between specialists, n...
Humans Machine Learning Radiomics Magnetic Resonance Imaging Diagnosis, Differential Neuroimaging Demyelinating Autoimmune Diseases, CNS
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Deep learning segmentation of orbital fat to calibrate conventional MRI for longitudinal studies.

NeuroImage Dec 9, 2019
In conventional non-quantitative magnetic resonance imaging, image contrast is consistent within images, but absolute intensity can vary arbitrarily between scans. For quantitative analysis of intensity data, images are typically normalized to a cons...
Humans Brain Female Male Deep Learning Adolescent Child Image Processing, Computer-Assisted Longitudinal Studies Magnetic Resonance Imaging Adipose Tissue Orbit Multiple Sclerosis Neuroimaging Calibration Demyelinating Autoimmune Diseases, CNS
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