2 papers
cs.CV2026
Anatomy-Guided Residual Motion Diffusion for Controllable 4D Cardiac MRI Synthesis
Yiheng Cao, Gustavo Andrade-Miranda, Jiatian Zhang +2
Developing robust artificial intelligence models for 4D (3D + time) medical imaging is constrained by limited annotated data, inter-device domain shifts, and privacy restrictions.…
cs.CV2026
Temporally Consistent and Controllable Video Generation of 2D Cine CMR via Latent Space Motion Modeling
Yiheng Cao, Gustavo Andrade-Miranda, Jiatian Zhang +2
Cine cardiac magnetic resonance is the gold standard for assessing cardiac function, but the scarcity of public datasets limits the development of advanced data-driven models. To a…