SYSTEM AND METHOD FOR QUANTITATIVE PARAMETER MAPPING USING MAGNETIC RESONANCE IMAGES

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United States of America Patent

APP PUB NO 20230194641A1
SERIAL NO

18067489

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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A system for quantitative parameter mapping using magnetic resonance (MR) image includes an input for receiving a plurality of weighted MR images of a subject and a corresponding at least one imaging parameter for the plurality of weighted MR images, and a quantitative parameter mapping neural network coupled to the input and configured to estimate at least one tissue parameter and generate at least one quantitative map for the at least one tissue parameter based on the plurality of weighted MR images of the subject and the corresponding at least one imaging parameter. The quantitative parameter mapping neural network can be trained using a set of training data utilizing at least one confounder for the quantification of the at least one tissue parameter. The system can further include a display coupled to the quantitative parameter mapping neural network to display the at least one quantitative map.

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Patent Owner(s)

Patent OwnerAddress
BETH ISRAEL DEACONESS MEDICAL CENTER INCONE DEACONESS ROAD BOSTON MA 02115

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Guo, Rui Jamaica Plain, US 229 981
Nezafat, Reza Newton, US 26 239

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