SCMA: Structure-Conditioned and Metal-Aware Flow Matching for CT Metal ...

2026年7月30日 · Experiments on simulated and real CT data demonstrate that SCMA more effectively suppresses metal artifacts, …

https://arxiv.org › abs

SCMA: Structure-Conditioned and Metal-Aware Flow Matching for CT Metal ...

2026年8月1日 · To address these limitations, we propose SCMA, a structure-conditioned and metal-aware Flow Matching framework. …

https://www.researchgate.net › publication

SCMA: Structure-Conditioned and Metal-Aware Flow Matching for CT Metal ...

2026年8月3日 · We propose SCMA, a structure-conditioned and metal-aware Flow Matching framework for CT metal artifact …

https://arxiv.org › html

SCMA: Structure-Conditioned and Metal-Aware Flow ...

2026年8月3日 · SCMA improves CT metal artifact reduction by combining structure-conditioned Flow Matching, metal-aware spatial …

https://chatpaper.com › zh-CN › chatpaper › paper

SCMA flow matching removes CT metal artifacts while preserving …

2026年8月3日 · Flow matching framework (SCMA) corrects CT metal artifacts with structural conditioning from a linear-interpolation …

https://theneuralfeed.com › article › scma-structure-conditioned-and-metal-aware-flow...

SCMA: Structure-Conditioned and Metal-Aware Flow Matching for CT Metal ...

2026年8月2日 · Standard unconditional Flow Matching transports Gaussian noise toward a population distribution of clean CT …

https://www.aimodels.fyi › papers › arxiv › scma...

Computer Vision and Pattern Recognition Papers on X: "SCMA: Structure ...

Computer Vision and Pattern Recognition Papers on X: "SCMA: Structure-Conditioned and Metal-Aware Flow Matching for CT Metal …

https://x.com › CSVisionPapers › status

Conditional flow matching framework for metal artifact reduction …

2026年10月3日 · We present a conditional flow-matching framework for image-domain metal artifact reduction (CFM-MAR) in head …

https://www.nature.com › articles

SCMA: Structure-Conditioned and Metal-Aware Flow ...

2026年7月30日 · In X-ray CT, metallic objects cause beam hardening, photon starvation, and scattering, leading to projection …

https://mlinfo.vercel.app › article

Advances in metal artifact reduction in CT images: A review of ...

2024年1月1日 · In this review, we provide an overview of traditional metal artifact reduction techniques and novel metal artifact …

https://www.sciencedirect.com › science › article › pii