2 papers
physics.med-ph2026
BEAM3R: Beam's-eye-view architecture with Mamba-3 for implicit dose reconstruction
Chen Cheng, Michael Ferraro, James Grover +2
To enable accurate and rapid photon control point and proton beamlet dose calculation in the DoseRAD2026 challenge, we present BEAM3R, a dose estimation framework operating in beam…
physics.med-ph2026
Closed-loop coupling of personalised and foundation models for real-time treatment guidance with MRI
James Grover, Emily A. Hewson, Andrew Phair +5
Image-guided therapies, including radiotherapy, biopsy and deep brain stimulation, rely on real-time targeting of anatomical structures. However, in the presence of motion, imaging…