An implicit neural deformable ray model for limited and sparse view‐based spatiotemporal reconstruction

The proposed INDeR framework successfully reconstructs continuous spatiotemporal representations from sparse views, achieving highly accurate reconstruction with as few as 20 projections and effective tracking with two orthogonal views in real-time. This approach shows great potential for anatomical monitoring in radiation therapy.