Physics-Inspired Generative Models in Medical Imaging: A Review

Physics-Inspired Generative Models in Medical Imaging: A Review

15 July 2024

Afshin Bozorgpour

Papers citing "Physics-Inspired Generative Models in Medical Imaging: A Review"

12 / 12 papers shown

Title
LighTDiff: Surgical Endoscopic Image Low-Light Enhancement with T-Diffusion Tong Chen Qingcheng Lyu Long Bai Erjian Guo Huxin Gao Xiaoxiao Yang Hongliang Ren Luping Zhou MedIm 27 6 0 17 May 2024
DP-MDM: Detail-Preserving MR Reconstruction via Multiple Diffusion Models Mengxiao Geng Jiahao Zhu Xiaolin Zhu Qiqing Liu Dong Liang Qiegen Liu MedIm 34 4 0 09 May 2024
Ultrasound Imaging based on the Variance of a Diffusion Restoration Model Yuxin Zhang Clément Huneau Jérôme Idier Diana Mateus MedIm 24 3 0 22 Mar 2024
Diffusion Models with Implicit Guidance for Medical Anomaly Detection Cosmin I. Bercea Benedikt Wiestler Daniel Rueckert Julia A. Schnabel DiffM MedIm 21 6 0 13 Mar 2024
PFCM: Poisson flow consistency models for low-dose CT image denoising Dennis Hein Adam Wang Ge Wang Ge Wang DiffM 23 0 0 13 Feb 2024
Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models N. Konz Yuwen Chen Haoyu Dong Maciej Mazurowski MedIm 22 26 0 07 Feb 2024
Poisson Flow Generative Models Yilun Xu Ziming Liu M. Tegmark Tommi Jaakkola 82 81 0 22 Sep 2022
Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography Qing Wu Rui-jun Feng Hongjiang Wei Jing-xin Yu Yuyao Zhang 32 39 0 12 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 186 1,098 0 10 Sep 2022
2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network Haoyu Wei Florian Schiffers Tobias Würfl Daming Shen Daniel Kim Aggelos K. Katsaggelos O. Cossairt 24 19 0 08 Dec 2020
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,191 0 21 Nov 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 229 74,467 0 18 May 2015