System and Method For Normalized Reference Database For MR Images Via Autoencoders

A system and method including receiving magnetic resonance (MR) imaging data from a first MR scanner device, the MR imaging data including data for a plurality of MR scans of different structural or anatomical regions; generating, based on the MR imaging data, normalized reference data including sta...

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Bibliographic Details
Main Authors Mailhe Boris, Nadar Mariappan S, Chen Xiao, Cetingul Hasan Ertan, Odry Benjamin L
Format Patent
LanguageEnglish
Published 28.12.2017
Subjects
MEASURING
MEASURING ELECTRIC VARIABLES
MEASURING MAGNETIC VARIABLES
PHYSICS
TESTING
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Summary:A system and method including receiving magnetic resonance (MR) imaging data from a first MR scanner device, the MR imaging data including data for a plurality of MR scans of different structural or anatomical regions; generating, based on the MR imaging data, normalized reference data including statistical information for each MR scan; learning a transformation, based on the normalized reference data, to correlate a set of input MR imaging data to the normalized reference data; and storing a record of the transformed imaging data.
Bibliography:Application Number: US201715629779