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

被引：0

作者：

Hein, Dennis ^{[1
,2
]}

Holmin, Staffan ^{[3
,4
]}

Szczykutowicz, Timothy ^{[5
]}

Maltz, Jonathan S. ^{[6
]}

Danielsson, Mats ^{[1
,2
]}

Wang, Ge ^{[7
]}

Persson, Mats ^{[1
,2
]}

机构：

[1] The Department of Physics, KTH Royal Institute of Technology, Stockholm, Sweden

[2] MedTechLabs, BioClinicum, Karolinska University Hospital, Stockholm, Sweden

[3] The Department of Clinical Neuroscience, Karolinska Insitutet, Stockholm, Sweden

[4] The Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden

[5] The Department of Radiology, University of Wisconsin, School of Medicine and Public Health, Madison,WI, United States

[6] GE HealthCare, United States

[7] The Department of Biomedical Engineering, School of Engineering, Biomedical Imaging Center, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy,NY, United States

来源：

arXiv | 2023年

关键词：

Engineering Village;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

CT Image - De-noising - Deep learning - Diffusion model - Generative model - Low-dose CT - Photon counting - Photon-counting CT - Poisson flow - Poisson flow generative model

引用

共 34 条

[31] Spectral Prior Image Constrained Compressed Sensing Reconstruction for Photon-Counting Detector Based CT Using a Non-Local Means Filtered Prior (NLM-SPICCS)
Rajendran, K.
Tao, S.
Zhou, W.
Leng, S.
McCollough, C.
MEDICAL PHYSICS, 2018, 45 (06) : E675 - E675
[32] Assessment of interstitial lung disease in a systemic sclerosis patient cohort using photon-counting detector CT with ultra-high resolution and a 1024-pixel image matrix
Jungblut, Lisa
Sartoretti, Thomas
Landsmann, Anna
Nakhostin, Dominik
Rabadi, Toni
Mergen, Victor
Jordan, Suzana
Mihai, Carmen-Marina
Dister, Oliver
Frauenfelder, Thomas
Martini, Katharina
BRITISH JOURNAL OF RADIOLOGY, 2024, 97 (1164): : 1939 - 1945
[33] Counting absolute numbers of specific leukocyte subpopulations in avian whole blood using a single-step flow cytometric technique: comparison of two inbred lines of chickens
Burgess, SC
Davison, TF
JOURNAL OF IMMUNOLOGICAL METHODS, 1999, 227 (1-2) : 169 - 176
[34] Single Low-Dose CT Image Denoising Using a Generative Adversarial Network With Modified U-Net Generator and Multi-Level Discriminator
Chi, Jianning
Wu, Chengdong
Yu, Xiaosheng
Ji, Peng
Chu, Hao
IEEE ACCESS, 2020, 8 : 133470 - 133487

← 1 2 3 4 →