Predictive Value of Delta-Radiomics Texture Features in 0.35 Tesla Magnetic Resonance Setup Images Acquired During Stereotactic Ablative Radiotherapy of Pancreatic Cancer

PurposeThe purpose of this work is to explore delta-radiomics texture features for predicting response using setup images of pancreatic cancer patients treated with magnetic resonance image guided (MRI-guided) stereotactic ablative radiotherapy (SBRT).MethodsThe total biological effective dose (BED)...

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Main Authors: Garrett Simpson, William Jin, Benjamin Spieler, Lorraine Portelance, Eric Mellon, Deukwoo Kwon, John C. Ford, Nesrin Dogan
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2022-04-01
Colecção:Frontiers in Oncology
Assuntos:
delta-radiomics
texture analysis
pancreas cancer
MRI
low field (0.35 T)
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fonc.2022.807725/full
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