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
  • [1] Deep Relevance Perception Network Based on Multi-task and Multi-scale for Power Generation Prediction Model of Distribution Network Source
    Chen, Ling
    WIRELESS PERSONAL COMMUNICATIONS, 2023,
  • [2] A multi-scale model for local polarization prediction in flow batteries based on deep neural network
    Luo, Yansong
    Lv, Wenrui
    Zheng, Menglian
    JOURNAL OF ENERGY STORAGE, 2023, 68
  • [3] A deep multimodal network for multi-task trajectory prediction
    Lei, Da
    Xu, Min
    Wang, Shuaian
    INFORMATION FUSION, 2025, 113
  • [4] Multimodal multi-task deep neural network framework for kinase–target prediction
    Yi Hua
    Lin Luo
    Haodi Qiu
    Dingfang Huang
    Yang Zhao
    Haichun Liu
    Tao Lu
    Yadong Chen
    Yanmin Zhang
    Yulei Jiang
    Molecular Diversity, 2023, 27 : 2491 - 2503
  • [5] MULTI-TASK DEEP NEURAL NETWORK FOR MULTI-LABEL LEARNING
    Huang, Yan
    Wang, Wei
    Wang, Liang
    Tan, Tieniu
    2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013), 2013, : 2897 - 2900
  • [6] Multi-Scale and Multi-Task Deep Learning Framework for Automatic Road Extraction
    Lu, Xiaoyan
    Zhong, Yanfei
    Zheng, Zhuo
    Liu, Yanfei
    Zhao, Ji
    Ma, Ailong
    Yang, Jie
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 57 (11): : 9362 - 9377
  • [7] Multi-fidelity deep neural network surrogate model for aerodynamic shape prediction based on multi-task learning
    Wu, Pin
    Liu, Zhitao
    Zhou, Zhu
    Song, Chao
    2024 3RD INTERNATIONAL CONFERENCE ON ENERGY AND POWER ENGINEERING, CONTROL ENGINEERING, EPECE 2024, 2024, : 137 - 142
  • [8] Improving Crowd Counting with Multi-task Multi-scale Convolutional Neural Network
    Tang, Siqi
    Wu, Yijia
    Bai, Wei
    Pan, Zhisong
    2018 EIGHTH INTERNATIONAL CONFERENCE ON INSTRUMENTATION AND MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC 2018), 2018, : 468 - 473
  • [9] DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection
    Li, Xi
    Zhao, Liming
    Wei, Lina
    Yang, Ming-Hsuan
    Wu, Fei
    Zhuang, Yueting
    Ling, Haibin
    Wang, Jingdong
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 25 (08) : 3919 - 3930
  • [10] Multi-task deep convolutional neural network for cancer diagnosis
    Liao, Qing
    Ding, Ye
    Jiang, Zoe L.
    Wang, Xuan
    Zhang, Chunkai
    Zhang, Qian
    NEUROCOMPUTING, 2019, 348 : 66 - 73
12345