Automatic lesion detection and segmentation in PSMA PET/CT images using deep neural networks

被引:0
|
作者
Xu, Y. [1 ]
Klyuzhin, I. [1 ,2 ,3 ]
Harsini, S. [2 ]
Ortiz, A. [1 ]
Rahmim, A. [2 ,3 ]
Ferres, J. Lavista [1 ]
机构
[1] Microsoft AI Good Res Lab, Redmond, WA USA
[2] BC Canc Res Inst, Vancouver, BC, Canada
[3] Univ British Columbia, Vancouver, BC, Canada
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
OP-0950
引用
收藏
页码:S329 / S330
页数:2
相关论文
共 50 条
  • [1] Automatic Segmentation of the Prostate on CT Images Using Deep Neural Networks (DNN)
    Liu, Chang
    Gardner, Stephen J.
    Wen, Ning
    Elshaikh, Mohamed A.
    Siddiqui, Farzan
    Movsas, Benjamin
    Chetty, Indrin J.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2019, 104 (04): : 924 - 932
  • [2] Automatic Segmentation Using Deep Convolutional Neural Networks for Tumor CT Images
    Li, Yunbo
    Li, Xiaofeng
    [J]. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2023, 37 (03)
  • [3] Automatic segmentation of prostate cancer metastases in PSMA PET/CT images using deep neural networks with weighted batch-wise dice loss
    Xu, Yixi
    Klyuzhin, Ivan
    Harsini, Sara
    Ortiz, Anthony
    Zhang, Shun
    Benard, Francois
    Dodhia, Rahul
    Uribe, Carlos F.
    Rahmim, Arman
    Ferres, Juan Lavista
    [J]. COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 158
  • [4] Automatic Lesion Segmentation Using Atrous Convolutional Deep Neural Networks in Dermoscopic Skin Cancer Images
    School of Engineering, Computer, and Mathematical Sciences, Auckland University of Technology, 55 Wellesley Street, Auckland
    1010, New Zealand
    [J]. Research Square,
  • [5] Automatic lesion segmentation using atrous convolutional deep neural networks in dermoscopic skin cancer images
    Kaur, Ranpreet
    GholamHosseini, Hamid
    Sinha, Roopak
    Linden, Maria
    [J]. BMC MEDICAL IMAGING, 2022, 22 (01)
  • [6] Automatic lesion segmentation using atrous convolutional deep neural networks in dermoscopic skin cancer images
    Ranpreet Kaur
    Hamid GholamHosseini
    Roopak Sinha
    Maria Lindén
    [J]. BMC Medical Imaging, 22
  • [7] Automatic Segmentation of the Prostate Gland on Planning CT Images Using Deep Neural Networks (DNN)
    Liu, C.
    Gardner, S.
    Wen, N.
    Siddiqui, F.
    Movsas, B.
    Chetty, I.
    [J]. MEDICAL PHYSICS, 2018, 45 (06) : E464 - E464
  • [8] Liver Segmentation in CT Images Using Deep Neural Networks
    Ghofrani, Fatemeh
    Behnam, Hamid
    Motlagh, Hamid Didari Khamseh
    [J]. 2020 28TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2020, : 131 - 135
  • [9] Automatic Kidney Lesion Detection for CT Images Using Morphological Cascade Convolutional Neural Networks
    Zhang, Hui
    Chen, Yurong
    Song, Yanan
    Xiong, Zhenlin
    Yang, Yimin
    Wu, Q. M. Jonathan
    [J]. IEEE ACCESS, 2019, 7 : 83001 - 83011
  • [10] Automated deep segmentation of healthy organs in PSMA PET/CT images
    Klyuzhin, Ivan
    Chausse, Guillaume
    Bloise, Ingrid
    Ferres, Juan Lavista
    Uribe, Carlos
    Rahmim, Arman
    [J]. JOURNAL OF NUCLEAR MEDICINE, 2021, 62