Abdominal synthetic CT generation for MR-only radiotherapy using structure-conserving loss and transformer-based cycle-GAN

PurposeRecent deep-learning based synthetic computed tomography (sCT) generation using magnetic resonance (MR) images have shown promising results. However, generating sCT for the abdominal region poses challenges due to the patient motion, including respiration and peristalsis. To address these cha...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Frontiers in Oncology
المؤلفون الرئيسيون: Chanwoong Lee, Young Hun Yoon, Jiwon Sung, Jun Won Kim, Yeona Cho, Jihun Kim, Jaehee Chun, Jin Sung Kim
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Frontiers Media S.A. 2025-01-01
الموضوعات:
MR-linac
abdominal synthetic CT
structure consistency loss
transformer
unsupervised learning
الوصول للمادة أونلاين:https://www.frontiersin.org/articles/10.3389/fonc.2024.1478148/full

الانترنت

https://www.frontiersin.org/articles/10.3389/fonc.2024.1478148/full

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