A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy

Radiation therapy is the primary method used to treat cancer in the clinic. Its goal is to deliver a precise dose to the planning target volume (PTV) while protecting the surrounding organs at risk (OARs). However, the traditional workflow used by dosimetrists to plan the treatment is time-consuming...

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Veröffentlicht in:	arXiv.org
Hauptverfasser:	Gheshlaghi, Tara, Nabavi, Shahabedin, Shirzadikia, Samire, Mohsen Ebrahimi Moghaddam, Rostampour, Nima
Format:	Paper
Sprache:	Englisch
Veröffentlicht:	Ithaca Cornell University Library, arXiv.org 22.07.2023
Schlagworte:	Cancer Cancer therapies Coders Datasets Encoders-Decoders Head & neck cancer Iterative methods Radiation therapy Segmentation Three dimensional models Transformers Workflow
ISSN:	2331-8422
Online-Zugang:	Volltext
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