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Unsupervised Deep Learning for Synthetic CT Generation from CBCT Images for Proton and Carbon Ion Therapy for Paediatric Patients

Image-guided treatment adaptation is a game changer in oncological particle therapy (PT), especially for younger patients. The purpose of this study is to present a cycle generative adversarial network (CycleGAN)-based method for synthetic computed tomography (sCT) generation from cone beam CT (CBCT...

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Príomhchruthaitheoirí: Matteo Pepa, Siavash Taleghani, Giulia Sellaro, Alfredo Mirandola, Francesca Colombo, Sabina Vennarini, Mario Ciocca, Chiara Paganelli, Ester Orlandi, Guido Baroni, Andrea Pella
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: MDPI AG 2024-11-01
Sraith:Sensors
Ábhair:
Rochtain ar líne:https://www.mdpi.com/1424-8220/24/23/7460
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