Prediction of post-stroke cognitive impairment using brain FDG PET: deep learning-based approach

被引:0
|
作者
Reeree Lee
Hongyoon Choi
Kwang-Yeol Park
Jeong-Min Kim
Ju Won Seok
机构
[1] Chung-Ang University College of Medicine,Department of Nuclear Medicine, Chung
[2] Seoul National University Hospital,Ang University Hospital
[3] Chung-Ang University College of Medicine,Department of Nuclear Medicine
[4] Seoul National University Hospital,Department of Neurology, Chung
来源
European Journal of Nuclear Medicine and Molecular Imaging | 2022年 / 49卷
关键词
Post-stroke cognitive impairment; Post-stroke dementia; [; F]FDG; Deep learning;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:1254 / 1262
页数:8
相关论文
共 50 条
  • [31] Deep Learning-Based Stroke Disease Prediction System Using Real-Time Bio Signals
    Choi, Yoon-A
    Park, Se-Jin
    Jun, Jong-Arm
    Pyo, Cheol-Sig
    Cho, Kang-Hee
    Lee, Han-Sung
    Yu, Jae-Hak
    SENSORS, 2021, 21 (13)
  • [32] Clinical observation of taking acupuncture at the acupoints based on "four seas theory" for post-stroke cognitive impairment
    Yang, Jin-hua
    Zhu, Yong-lei
    Han, Bing
    Yang, Long
    WORLD JOURNAL OF ACUPUNCTURE-MOXIBUSTION, 2022, 32 (04) : 324 - 328
  • [33] Deep Learning-based Delinquent Taxpayer Prediction: A Scientific Administrative Approach
    Lee, Yonghyun
    Kim, Eunchan
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2024, 18 (01): : 30 - 45
  • [34] A deep learning-based approach to material removal rate prediction in polishing
    Wang, Peng
    Gao, Robert X.
    Yan, Ruqiang
    CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2017, 66 (01) : 429 - 432
  • [35] Deep learning-based approach for COVID-19 spread prediction
    Cumbane, Silvino Pedro
    Gidofalvi, Gyozo
    INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, 2024,
  • [36] Deep Learning-Based Approach for Civil Aircraft Hazard Identification and Prediction
    Zhou, Di
    Zhuang, Xiao
    Zuo, Hongfu
    Wang, Han
    Yan, Hongsheng
    IEEE ACCESS, 2020, 8 : 103665 - 103683
  • [37] Automated quantification of brain PET in PET/CT using deep learning-based CT-to-MR translation: a feasibility study
    Kim, Daesung
    Choo, Kyobin
    Lee, Sangwon
    Kang, Seongjin
    Yun, Mijin
    Yang, Jaewon
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2025,
  • [38] Fully automated identification of brain abnormality from whole-body FDG-PET imaging using deep learning-based brain extraction and statistical parametric mapping
    Wonseok Whi
    Hongyoon Choi
    Jin Chul Paeng
    Gi Jeong Cheon
    Keon Wook Kang
    Dong Soo Lee
    EJNMMI Physics, 8
  • [39] Fully automated identification of brain abnormality from whole-body FDG-PET imaging using deep learning-based brain extraction and statistical parametric mapping
    Whi, Wonseok
    Choi, Hongyoon
    Paeng, Jin Chul
    Cheon, Gi Jeong
    Kang, Keon Wook
    Lee, Dong Soo
    EJNMMI PHYSICS, 2021, 8 (01)
  • [40] Hepatitis C Prediction Using Machine Learning and Deep Learning-Based Hybrid Approach with Biomarker and Clinical Data
    Rokiya Ripa
    Khandaker Mohammad Mohi Uddin
    Mir Jafikul Alam
    Md. Mahbubur Rahman
    Biomedical Materials & Devices, 2025, 3 (1): : 558 - 575