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Deep neural-network based optimization for the design of a multi-element surface magnet for MRI applications
We present a combination of a CNN-based encoder with an analytical forward map for solving inverse problems. We call it an encoder-analytic (EA) hybrid model. It does not require a dedicated training dataset and can train itself from the connected forward map in a direct learning fashion. A separate...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7613466/ https://www.ncbi.nlm.nih.gov/pubmed/36046464 http://dx.doi.org/10.1088/1361-6420/ac492a |