Contrast-Enhanced Liver Magnetic Resonance Image Synthesis Using Gradient Regularized Multi-Modal Multi-Discrimination Sparse Attention Fusion GAN

SIMPLE SUMMARY: Contrast-enhanced MR has been used in diagnosing and treating liver patients. Recently, development in MR-guided radiation therapy calls for daily contrast MR for tumor targeting. However, frequent contrast injection is risky to patients. We developed a deep learning model (GRMM-GAN)...

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Detalles Bibliográficos
Autores principales: Jiao, Changzhe, Ling, Diane, Bian, Shelly, Vassantachart, April, Cheng, Karen, Mehta, Shahil, Lock, Derrick, Zhu, Zhenyu, Feng, Mary, Thomas, Horatio, Scholey, Jessica E., Sheng, Ke, Fan, Zhaoyang, Yang, Wensha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10377331/
https://www.ncbi.nlm.nih.gov/pubmed/37509207
http://dx.doi.org/10.3390/cancers15143544

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