The impact of noise level mismatch between training and testing images for deep learning-based PET denoising

被引：0
|
作者：
Liu, Qiong [1 ]
Liu, Hui [1 ]
Niloufar, Mirian [1 ]
Ren, Sijin [1 ]
Liu, Chi [1 ]
机构：
[1] Yale Univ, New Haven, CT USA
来源：
JOURNAL OF NUCLEAR MEDICINE | 2021年 / 62卷
关键词：
D O I：
暂无
中图分类号：
R8 [特种医学]; R445 [影像诊断学];
学科分类号：
1002 ; 100207 ; 1009 ;
摘要：
109
引用
收藏
页数：2
相关论文
共 50 条
  • [31] Deep Learning-Based Wavelet Threshold Function Optimization on Noise Reduction in Ultrasound Images
    Shen, Zhuxiang
    Li, Wei
    Han, Hui
    SCIENTIFIC PROGRAMMING, 2021, 2021 (2021)
  • [32] Comparison of deep learning-based denoising methods in cardiac SPECT
    Antti Sohlberg
    Tuija Kangasmaa
    Chris Constable
    Antti Tikkakoski
    EJNMMI Physics, 10
  • [33] Deep Learning-based Denoising for Magnetic Resonance Spectroscopy Signals
    Lei, Yang
    Ji, Bing
    Liu, Tian
    Curran, Walter J.
    Mao, Hui
    Yang, Xiaofeng
    MEDICAL IMAGING 2021: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING, 2021, 11600
  • [34] A personalized deep learning denoising strategy for low-count PET images
    Liu, Qiong
    Liu, Hui
    Mirian, Niloufar
    Ren, Sijin
    Viswanath, Varsha
    Karp, Joel
    Surti, Suleman
    Liu, Chi
    PHYSICS IN MEDICINE AND BIOLOGY, 2022, 67 (14):
  • [35] Simultaneous Denoising of Dynamic PET Images Based on Deep Image Prior
    Yang, Cheng-Hsun
    Huang, Hsuan-Ming
    JOURNAL OF DIGITAL IMAGING, 2022, 35 (04) : 834 - 845
  • [36] Simultaneous Denoising of Dynamic PET Images Based on Deep Image Prior
    Cheng-Hsun Yang
    Hsuan-Ming Huang
    Journal of Digital Imaging, 2022, 35 : 834 - 845
  • [37] Learning-based deformable image registration: effect of statistical mismatch between train and test images
    Ketcha, Michael D.
    De Silva, Tharindu
    Han, Runze
    Uneri, Ali
    Vogt, Sebastian
    Kleinszig, Gerhard
    Siewerdsen, Jeffrey H.
    JOURNAL OF MEDICAL IMAGING, 2019, 6 (04)
  • [38] A Survey on the Deep Learning-Based Mismatch Removal: Principles and Methods
    Chen, Shiyu
    Deng, Cailong
    Zhang, Yong
    Wang, Yong
    Zhang, Qixin
    Zhou, Zhimin
    IEEE ACCESS, 2023, 11 : 106877 - 106897
  • [39] Impact of the training loss in deep learning-based CT reconstruction of bone microarchitecture
    Leuliet, Theo
    Maxim, Voichita
    Peyrin, Francoise
    Sixou, Bruno
    MEDICAL PHYSICS, 2022, 49 (05) : 2952 - 2964
  • [40] Deep Learning-based Hybrid Fuzz Testing
    Gao F.-J.
    Wang Y.
    Situ L.-Y.
    Wang L.-Z.
    Ruan Jian Xue Bao/Journal of Software, 2021, 32 (04): : 988 - 1005
12345