Medical physicsHumansDiagnostic ImagingImage ProcessingComputer-AssistedNeural Networks
The application of generative neural radiance fields in medical imaging: A systematic review.
Twaha Kabika, Cai Hongsen, Ramadhan Said, Dong Jingxian, Bhahat Zimba, Omari Pinda, Zhang Siyuan, Li Yan, Hou Wenguang
Published: 202610.1002/mp.70296
Abstract
BACKGROUND: Generative neural radiance fields (GNeRF) extend NeRF with adversarial, variational, and pose-aware techniques, enabling 3D reconstructions from sparse 2D medical images. While NeRF reviews exist, no prior synthesis has focused specifical…
Preview only. Read the full abstract at the source