Graph-based explanations of tau forecasting for Alzheimer's disease using graph neural networks

被引：0
|
作者：
Balaji, Vibha [1 ]
Song, Tzu-An [1 ]
Yang, Fan [1 ]
Johnson, Keith [2 ]
Dutta, Joyita [1 ]
机构：
[1] Univ Massachusetts Amherst, Amherst, MA USA
[2] Harvard MGH, Boston, MA USA
来源：
JOURNAL OF NUCLEAR MEDICINE | 2023年 / 64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：
P1391
引用
收藏
页数：3
相关论文
共 50 条
  • [41] Evaluating Link Prediction Explanations for Graph Neural Networks
    Borile, Claudio
    Perotti, Alan
    Panisson, Andre
    EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2023, PT II, 2023, 1902 : 382 - 401
  • [42] Towards Inductive and Efficient Explanations for Graph Neural Networks
    Luo, Dongsheng
    Zhao, Tianxiang
    Cheng, Wei
    Xu, Dongkuan
    Han, Feng
    Yu, Wenchao
    Liu, Xiao
    Chen, Haifeng
    Zhang, Xiang
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 46 (08) : 5245 - 5259
  • [43] Graph neural networks for electroencephalogram analysis: Alzheimer's disease and epilepsy use cases
    Abadal, Sergi
    Galván, Pablo
    Mármol, Alberto
    Mammone, Nadia
    Ieracitano, Cosimo
    Lo Giudice, Michele
    Salvini, Alessandro
    Morabito, Francesco Carlo
    Neural Networks, 2025, 181
  • [44] Graph-Based Global Reasoning Networks
    Chen, Yunpeng
    Rohrbach, Marcus
    Yan, Zhicheng
    Yan, Shuicheng
    Feng, Jiashi
    Kalantidis, Yannis
    2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019), 2019, : 433 - 442
  • [45] Hybrid graph-based networks for multiprocessing
    Dharma P. Agrawal
    Chienhua Chen
    J. Richard Burke
    Telecommunication Systems, 1998, 10 : 107 - 134
  • [46] Graph-Based Motion Planning Networks
    Tai Hoang
    Ngo Anh Vien
    MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2020, PT II, 2021, 12458 : 557 - 573
  • [47] Hybrid graph-based networks for multiprocessing
    Agrawal, DP
    Chen, CH
    Burke, JR
    TELECOMMUNICATION SYSTEMS, 1998, 10 (1-2) : 107 - 134
  • [48] Graph-based analysis of metabolic networks
    van Helden, J
    Wernisch, L
    Gilbert, D
    Wodak, SJ
    BIOINFORMATICS AND GENOME ANALYSIS, 2002, 38 : 245 - 274
  • [49] Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities
    Jin, Yilun
    Chen, Kai
    Yang, Qiang
    PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023, 2023, : 1032 - 1043
  • [50] Transfer Graph Neural Networks for Pandemic Forecasting
    Panagopoulos, George
    Nikolentzos, Giannis
    Vazirgiannis, Michalis
    THIRTY-FIFTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THIRTY-THIRD CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND THE ELEVENTH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2021, 35 : 4838 - 4845
12345