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Deep Learning Substitutes Gadolinium in Detecting Functional and Structural Brain Lesions with MRI

2020-08-26

Abstract excerpt

<title>Abstract</title> <p>While MRI contrast agents such as those based on Gadolinium are needed to enhance the detection of structural and functional brain lesions, there are rising concerns over their safety. Here, we hypothesize that a deep learning model, trained using quantitative steady-state contrast-enhanced MRI datasets in mice and humans, could generate contrast-equivalent information from a single non...

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Literature Corpus work
d8a7612f-5afc-5947-997a-510e8c7e6039
DOI
10.21203/rs.3.rs-56518/v1
Open publication

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Deep Learning Substitutes Gadolinium in Detecting Functional and Structural Brain Lesions with MRIDOI 10.21203/rs.3.rs-56518/v1
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