Search Results for author: Jonathan S Maltz

Found 2 papers, 1 papers with code

Photon-counting CT using a Conditional Diffusion Model for Super-resolution and Texture-preservation

no code implementations25 Feb 2024 Christopher Wiedeman, Chuang Niu, Mengzhou Li, Bruno De Man, Jonathan S Maltz, Ge Wang

Ultra-high resolution images are desirable in photon counting CT (PCCT), but resolution is physically limited by interactions such as charge sharing.

Denoising Disentanglement +1

PPFM: Image denoising in photon-counting CT using single-step posterior sampling Poisson flow generative models

1 code implementation15 Dec 2023 Dennis Hein, Staffan Holmin, Timothy Szczykutowicz, Jonathan S Maltz, Mats Danielsson, Ge Wang, Mats Persson

Diffusion and Poisson flow models have shown impressive performance in a wide range of generative tasks, including low-dose CT image denoising.

Image Denoising

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