Deep action learning enables robust 3D segmentation of body organs in various CT and MRI images
Abstract 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...
Enregistré dans:
| Auteurs principaux: | , , , , , , , , |
|---|---|
| Format: | article |
| Langue: | EN |
| Publié: |
Nature Portfolio
2021
|
| Sujets: | |
| Accès en ligne: | https://doaj.org/article/7b70a3b7650e4ff28f63408369c0ddec |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|