MV CBCT-Based Synthetic CT Generation Using a Deep Learning Method for Rectal Cancer Adaptive Radiotherapy
Due to image quality limitations, online Megavoltage cone beam CT (MV CBCT), which represents real online patient anatomy, cannot be used to perform adaptive radiotherapy (ART). In this study, we used a deep learning method, the cycle-consistent adversarial network (CycleGAN), to improve the MV CBCT...
| Հիմնական հեղինակներ: | , , , , , , , |
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| Ձևաչափ: | Հոդված |
| Լեզու: | English |
| Հրապարակվել է: |
Frontiers Media S.A.
2021-05-01
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| Շարք: | Frontiers in Oncology |
| Խորագրեր: | |
| Առցանց հասանելիություն: | https://www.frontiersin.org/articles/10.3389/fonc.2021.655325/full |