Automatic detection of multiple sclerosis lesions in brain magnetic resonance imaging using BIANCA

The aim of this work was to design and optimize a workflow to apply the Machine Learning classifier BIANCA (Brain Intensity AbNormalities Classification Algorithm) to detect lesions characterized by white matter T2 hyperintensity in clinical Magnetic Resonance Multiple Sclerosis datasets. The design...

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Bibliographic Details
Main Author: Todesco, Giuditta (author)
Format: masterThesis
Language:eng
Published: 2021
Subjects:
Magnetic resonance
Multiple sclerosis
k-NN classifiers
BIANCA
Machine learning
Online Access:http://hdl.handle.net/10773/30878
Country:Portugal
Oai:oai:ria.ua.pt:10773/30878

Internet

http://hdl.handle.net/10773/30878

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