System and method for quantitative parameter mapping using magnetic resonance images

    公开(公告)号:US12181554B2

    公开(公告)日:2024-12-31

    申请号:US18067489

    申请日:2022-12-16

    Abstract: 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.

    Methods and compositions for treating celiac disease

    公开(公告)号:US11795213B2

    公开(公告)日:2023-10-24

    申请号:US15666030

    申请日:2017-08-01

    Abstract: The invention features the treatment of gastrointestinal disorders associated with an innate immune response triggered by alpha amylase inhibitor CM3, alpha amylase inhibitor 0.19 (0.19), CM1, CM2, CMa, CMd, CM 16, CMb, CMX1/CMX3, CMX2, and/or alpha amylase inhibitor 0.53 (0.53). To this end, the invention features pharmaceutical compositions including neutralizing antibodies to CM3, 0.19, CM1, CM2, CMa, CMd, CM16, CMb, CMX1/CMX3, CMX2, and/or 0.53, food products containing reduced levels of CM3, 0.19, CM1, CM2, CMa, CMd, CM1 6, CMb, CMX1/CMX3, CMX2, and/or 0.53 protein, the use of oral TLR4 inhibitors to block the effect of said alpha-amylase inhibitors, assays for identifying CM3, 0.19, CM1, CM2, CMa, CMd, CM16, CMb, CMX1/CMX3, CMX2, and/or 0.53 content in food products, and assays for diagnosing subjects with a disorder related to CM3, 0.19, CM1, CM2, CMa, CMd, CM 16, CMb, CMX1/CMX3, CMX2, and/or 0.53 triggered innate immune responses.

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