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Deep learning-based 3D MRI contrast-enhanced synthesis from a 2D noncontrast T2Flair sequence

Yulin Wang1, Wenyuan Wu2, Yuxin Yang1

  • 1Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou, China.

Medical Physics
|April 9, 2022
PubMed
Summary

This study developed a deep learning method to create 3D contrast-enhanced brain MR images from 2D noncontrast scans, offering a safer alternative to gadolinium-based contrast agents (GBCAs) and improving diagnostic accuracy.

Keywords:
GBCAsMR imagingcontrast synthesisgenerative adversarial networksuper-resolution

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