Publications by authors named "Rajat Vajpayee"
Article Synopsis
- Advances in image-to-image translation with deep neural networks have led to improved generation of synthetic CT (sCT) for MR-only radiotherapy, significantly reducing radiation exposure and costs.
- The study implemented several augmented cycle consistent GANs, including StructCGAN, FlowCGAN, and SFCGAN, using a diverse dataset of MR and CT images from 19 subjects to evaluate their effectiveness across different scanners.
- The top-performing model, SFCGAN, showed superior accuracy and consistency in generating sCT images, providing a strong foundation for future MR-only radiotherapy research.
