Cloud-based Federated Learning Platform for Multi-institutional 3D MRI Segmentation and VMAT2 PET Quantification

被引：0
|
作者：
Kim, Daewoon [1 ]
Kim, Jungeun [1 ]
Kim, Sooyong [1 ]
Lee, Jae Sung [1 ]
机构：
[1] Seoul Natl Univ, Seoul, South Korea
来源：
JOURNAL OF NUCLEAR MEDICINE | 2024年 / 65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：
241651
引用
收藏
页数：3
相关论文
共 50 条
  • [1] Cloud-based Federated Learning Framework for MRI Segmentation
    Prajapati, Rukesh
    El-Wakeel, Amr S.
    ICC 2024 - IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2024, : 220 - 225
  • [2] Multi-institutional PET/CT image segmentation using federated deep transformer learning
    Shiri, Isaac
    Razeghi, Behrooz
    Sadr, Alireza Vafaei
    Amini, Mehdi
    Salimi, Yazdan
    Ferdowsi, Sohrab
    Boor, Peter
    Guenduez, Deniz
    Voloshynovskiy, Slava
    Zaidi, Habib
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023, 240
  • [3] Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework
    Shiri, Isaac
    Sadr, Alireza Vafaei
    Amini, Mehdi
    Salimi, Yazdan
    Sanaat, Amirhossein
    Akhavanallaf, Azadeh
    Razeghi, Behrooz
    Ferdowsi, Sohrab
    Saberi, Abdollah
    Arabi, Hossein
    Becker, Minerva
    Voloshynovskiy, Slava
    Gunduz, Deniz
    Rahmim, Arman
    Zaidi, Habib
    CLINICAL NUCLEAR MEDICINE, 2022, 47 (07) : 606 - 617
  • [4] Multi-Institutional PET/CT Image Segmentation Using a Decentralized Federated Deep Transformer Learning Algorithm
    Shiri, Isaac
    Amini, Mehdi
    Salimi, Yazdan
    Sanaat, Amirhossein
    Saberi, Abdollah
    Razeghi, Behrooz
    Ferdowsi, Sohrab
    Sadr, Alireza Vafaei
    Voloshynovskiy, Slava
    Gunduz, Deniz
    Rahmim, Arman
    Zaidi, Habib
    JOURNAL OF NUCLEAR MEDICINE, 2022, 63
  • [5] Seeing Beyond Cancer: Multi-Institutional Validation of Object Localization and 3D Semantic Segmentation using Deep Learning for Breast MRI
    Pekis, Arda
    Kannan, Vignesh
    Kaklamanos, Evandros
    Antony, Anu
    Patel, Snehal
    Earnest, Tyler
    COMPUTER-AIDED DIAGNOSIS, MEDICAL IMAGING 2024, 2024, 12927
  • [6] Seeing Beyond Cancer: Multi-Institutional Validation of Object Localization and 3D Semantic Segmentation using Deep Learning for Breast MRI
    Pekis, Arda
    Kannan, Vignesh
    Kaklamanos, Evandros
    Antony, Anu
    Patel, Snehal
    Earnest, Tyler
    Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2024, 12927
  • [7] NavVis Introduces Cloud-based Platform for Immersive 3D Buildings
    不详
    GIM INTERNATIONAL-THE WORLDWIDE MAGAZINE FOR GEOMATICS, 2019, 33 (03): : 8 - 8
  • [8] 3D PET-DRIVEN MULTI-PHASE SEGMENTATION OF MENINGIOMAS IN MRI
    Urien, H.
    Buvat, I.
    Rougon, N.
    Boughdad, S.
    Bloch, I.
    2016 IEEE 13TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), 2016, : 407 - 410
  • [9] A review of deep learning based on 3D point cloud segmentation
    Lu J.
    Jia X.-R.
    Zhou J.
    Liu W.
    Zhang K.-B.
    Pang F.-F.
    Kongzhi yu Juece/Control and Decision, 2023, 38 (03): : 595 - 611
  • [10] 3D UNSUPERVISED KIDNEY GRAFT SEGMENTATION BASED ON DEEP LEARNING AND MULTI-SEQUENCE MRI
    Milecki, Leo
    Bodard, Sylvain
    Correas, Jean-Michel
    Timsit, Marc-Olivier
    Vakalopoulou, Maria
    2021 IEEE 18TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), 2021, : 1781 - 1785
12345