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Deep action learning enables robust 3D segmentation of body organs in various CT and MRI images
In this study, we propose a novel point cloud based 3D registration and segmentation framework using reinforcement learning. An artificial agent, implemented as a distinct actor based on value networks, is trained to predict the optimal piece-wise linear transformation of a point cloud for the joint...
| Autores principales: | , , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7870874/ https://www.ncbi.nlm.nih.gov/pubmed/33558570 http://dx.doi.org/10.1038/s41598-021-82370-6 |