Convolutional neural networks for the prediction of changes in brain metabolism

被引:0
|
作者
Doering, E. [1 ,2 ,3 ]
Deusser, T. [4 ]
Hoenig, M. C. [1 ,2 ,5 ]
Bischof, G. N. [1 ,2 ,5 ]
van Eimeren, T. [1 ,2 ]
Drzezga, A. [1 ,2 ,5 ]
Ellingsen, L. M. [6 ,7 ]
机构
[1] Univ Cologne, Fac Med, Cologne, Germany
[2] Univ Hosp Cologne, Dept Nucl Med, Cologne, Germany
[3] German Ctr Neurodegenerat Dis DZNE, Bonn, Germany
[4] Fraunhofer IAIS, Bonn, Germany
[5] Res Ctr Julich, Inst Neurosci & Med, Mol Org Brain INM 2, Julich, Germany
[6] Univ Iceland, Dept Elect & Comp Engn, Reykjavik, Iceland
[7] Johns Hopkins Univ, Dept Elect & Comp Engn, Baltimore, MD 21218 USA
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
EP-0751
引用
收藏
页码:S729 / S729
页数:1
相关论文
共 50 条
  • [41] Using Convolutional Neural Networks for Blocking Prediction in Elastic Optical Networks
    Nourmohammadi, Farzaneh
    Parmar, Chetan
    Wings, Elmar
    Comellas, Jaume
    APPLIED SCIENCES-BASEL, 2024, 14 (05):
  • [42] Seizure Prediction using Convolutional Neural Networks and Sequence Transformer Networks
    Chen, Ryan
    Parhi, Keshab K.
    2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), 2021, : 6483 - 6486
  • [43] Effects Analysis of Archetecture Changes to Convolutional Neural Networks
    Lucero, Charles F.
    Qu, Guangzhi
    2017 13TH INTERNATIONAL CONFERENCE ON SEMANTICS, KNOWLEDGE AND GRIDS (SKG 2017), 2017, : 98 - 105
  • [44] BrainNetCNN: Convolutional neural networks for brain networks; towards predicting neurodevelopment
    Kawahara, Jeremy
    Brown, Colin J.
    Miller, Steven P.
    Booth, Brian G.
    Chau, Vann
    Grunau, Ruth E.
    Zwicker, Jill G.
    Hamarneh, Ghassan
    NEUROIMAGE, 2017, 146 : 1038 - 1049
  • [45] 3D Brain Tumor Segmentation and Survival Prediction Using Ensembles of Convolutional Neural Networks
    Gonzalez, S. Rosas
    Zemmoura, I.
    Tauber, C.
    BRAINLESION: GLIOMA, MULTIPLE SCLEROSIS, STROKE AND TRAUMATIC BRAIN INJURIES (BRAINLES 2020), PT II, 2021, 12659 : 241 - 254
  • [46] Brain Age Prediction Using a Lightweight Convolutional Neural Network
    Eltashani, Fatma
    Parreno-Centeno, Mario
    Cole, James H.
    Papa, Joao Paulo
    Costen, Fumie
    IEEE ACCESS, 2025, 13 : 6750 - 6763
  • [47] Nonintrusive Speech Intelligibility Prediction Using Convolutional Neural Networks
    Andersen, Asger Heidemann
    de Haan, Jan Mark
    Tan, Zheng-Hua
    Jensen, Jesper
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2018, 26 (10) : 1925 - 1939
  • [48] Prediction of Froth Flotation Performance Using Convolutional Neural Networks
    Jahedsaravani, A.
    Massinaei, M.
    Zarie, M.
    MINING METALLURGY & EXPLORATION, 2023, 40 (03) : 923 - 937
  • [49] Prediction of aerodynamic flow fields using convolutional neural networks
    Saakaar Bhatnagar
    Yaser Afshar
    Shaowu Pan
    Karthik Duraisamy
    Shailendra Kaushik
    Computational Mechanics, 2019, 64 : 525 - 545
  • [50] Prediction to Atrial Fibrillation Using Deep Convolutional Neural Networks
    Cho, Jungrae
    Kim, Yoonnyun
    Lee, Minho
    PREDICTIVE INTELLIGENCE IN MEDICINE, 2018, 11121 : 164 - 171