most citedTCAM-Diff: Triplane-Aware Cross-Attention Medical Diffusion Model

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eess.IV2026★ 1 cited

TCAM-Diff: Triplane-Aware Cross-Attention Medical Diffusion Model

Zhenkai Zhang, Krista A. Ehinger, Tom Drummond

We introduce TCAM-Diff, a novel 3D medical image generation model that reduces the memory requirements to encode and generate high-resolution 3D data. This model utilizes a decoder…

eess.IV2026

From Sparse X-rays to 3D CT: Training-Free Reconstruction with Diffusion Priors

Zhenkai Zhang, Markus Hiller, Krista A. Ehinger +1

Solving 3D medical inverse problems typically requires training dedicated supervised models for each specific task and measurement setting. To break this dependency, we present TF-…