Global (wholebody) and local (radiomics) PET deep features for outcomes prediction with multi-task multi-scale deep neural network model

被引：0
|
作者：
Amyar, Amine [1 ]
Morard, Vincent [2 ]
Vera, Pierre [1 ]
Ruan, Su [3 ]
Modzelewski, Romain [1 ]
机构：
[1] Henri Becquerel Ctr, Rouen, France
[2] GE Healthcare, Buc, France
[3] Univ Rouen, Rouen, France
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：
1193
引用
收藏
页数：2
相关论文
共 50 条
  • [41] ConnectomeNet: A Unified Deep Neural Network Modeling Framework for Multi-Task Learning
    Lim, Heechul
    Chon, Kang-Wook
    Kim, Min-Soo
    IEEE ACCESS, 2023, 11 : 34297 - 34308
  • [42] A multi-task learning convolutional neural network for source localization in deep ocean
    Liu, Yining
    Niu, Haiqiang
    Li, Zhenglin
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2020, 148 (02): : 873 - 883
  • [43] Deep Convolutional Neural Network with Multi-Task Learning Scheme for Modulations Recognition
    Mossad, Omar S.
    ElNainay, Mustafa
    Torki, Marwan
    2019 15TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2019, : 1644 - 1649
  • [44] Multi-task convolutional deep neural network for recommendation based on knowledge graphs
    Jiang, Mingyang
    Li, Man
    Cao, Wenming
    Yang, Mingming
    Zhou, Luxin
    NEUROCOMPUTING, 2025, 619
  • [45] A deep multi-scale neural networks for crime hotspot mapping prediction
    Jing, Changfeng
    Lv, Xinxin
    Wang, Yi
    Qin, Mengjiao
    Jin, Shiyuan
    Wu, Sensen
    Xu, Gaoran
    COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2024, 109
  • [46] Deep Multi-Scale Fusion Neural Network for Multi-Class Arrhythmia Detection
    Wang, Ruxin
    Fan, Jianping
    Li, Ye
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 24 (09) : 2461 - 2472
  • [47] Deep multi-scale pyramidal features network for supervised video summarization
    Khan, Habib
    Hussain, Tanveer
    Ullah Khan, Samee
    Ahmad Khan, Zulfiqar
    Baik, Sung Wook
    Expert Systems with Applications, 2024, 237
  • [48] Deep multi-scale pyramidal features network for supervised video summarization
    Khan, Habib
    Hussain, Tanveer
    Khan, Samee Ullah
    Khan, Zulfiqar Ahmad
    Baik, Sung Wook
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 237
  • [49] Multi-task Recurrent Neural Network for Immediacy Prediction
    Chu, Xiao
    Ouyang, Wanli
    Yang, Wei
    Wang, Xiaogang
    2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2015, : 3352 - 3360
  • [50] Multi-task Model for Glioma Segmentation and Isocitrate Dehydrogenase Status Prediction Using Global and Local Features
    Shi, Xiaoyu
    Li, Yinhao
    Cheng, Jingliang
    Bai, Jie
    Zhao, Guohua
    Chen, Yen-Wei
    2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC, 2023,
12345