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Real-time respiratory motion prediction using photonic reservoir computing

Respiration induced motion is a well-recognized challenge in many clinical practices including upper body imaging, lung tumor motion tracking and radiation therapy. In this work, we present a recurrent neural network algorithm that was implemented in a photonic delay-line reservoir computer (RC) for...

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Detalles Bibliográficos
Autores principales: Liang, Zhizhuo, Zhang, Meng, Shi, Chengyu, Huang, Z. Rena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10082218/
https://www.ncbi.nlm.nih.gov/pubmed/37029184
http://dx.doi.org/10.1038/s41598-023-31296-2