Patient-specific neural networks for contour propagation in online adaptive radiotherapy

fast and accurate contouring of daily 3D images is a prerequisite for online adaptive radiotherapy. Current automatic techniques rely either on contour propagation with registration or deep learning (DL) based segmentation with convolutional neural networks (CNNs). Registration lacks general knowled...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Physics in medicine & biology 2023-05, Vol.68 (9), p.95010
Hauptverfasser:	Smolders, A, Lomax, A, Weber, DC, Albertini, F
Format:	Artikel
Sprache:	eng
Schlagworte:	adaptive radiotherapy Algorithms biomedical image segmentation Cone-Beam Computed Tomography - methods contour propagation deep learning Head and Neck Neoplasms Humans Image Processing, Computer-Assisted - methods Neural Networks, Computer Radiotherapy Planning, Computer-Assisted - methods
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!