Classification of Alzheimer’s disease in MRI images using knowledge distillation framework: an investigation

被引：0
|
作者：
Yiru Li
Jianxu Luo
Jiachen Zhang
机构：
[1] East China University of Science and Technology,School of Information Science and Engineering
来源：
International Journal of Computer Assisted Radiology and Surgery | 2022年 / 17卷
关键词：
Alzheimer disease; MRI; Small samples; Deep learning; Classification; Knowledge distillation;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1235 / 1243
页数：8
相关论文
共 50 条
  • [1] Classification of Alzheimer's disease in MRI images using knowledge distillation framework: an investigation
    Li, Yiru
    Luo, Jianxu
    Zhang, Jiachen
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2022, 17 (07) : 1235 - 1243
  • [2] Classification of MRI images for Alzheimer's disease detection
    Herrera, Luis Javier
    Rojas, Ignacio
    Pomares, H.
    Guillen, A.
    Valenzuela, O.
    Banos, O.
    2013 ASE/IEEE INTERNATIONAL CONFERENCE ON SOCIAL COMPUTING (SOCIALCOM), 2013, : 846 - 851
  • [3] A transfer learning approach for multiclass classification of Alzheimer's disease using MRI images
    Khan, Rizwan
    Akbar, Saeed
    Mehmood, Atif
    Shahid, Farah
    Munir, Khushboo
    Ilyas, Naveed
    Asif, M.
    Zheng, Zhonglong
    FRONTIERS IN NEUROSCIENCE, 2023, 16
  • [4] Classification of Alzheimer's Disease from Cranial MRI Images Using Transfer Learning
    Ella, Christian Immanuel C.
    Magboo, Ma Sheila A.
    Magboo, Vincent Peter C.
    2023 IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLIED NETWORK TECHNOLOGIES, ICMLANT, 2023, : 127 - 132
  • [5] Development of framework by combining CNN with KNN to detect Alzheimer's disease using MRI images
    Lanjewar, Madhusudan G.
    Parab, Jivan S.
    Shaikh, Arman Yusuf
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (08) : 12699 - 12717
  • [6] Multiclass classification of initial stages of Alzheimer's disease using structural MRI phase images
    Bin Tufail, Ahsan
    Abidi, Ali
    Siddiqui, Adil Masood
    Younis, Muhammad Shahzad
    2012 IEEE INTERNATIONAL CONFERENCE ON CONTROL SYSTEM, COMPUTING AND ENGINEERING (ICCSCE 2012), 2012, : 317 - 321
  • [7] Input Agnostic Deep Learning for Alzheimer's Disease Classification Using Multimodal MRI Images
    Massalimova, Aidana
    Varol, Huseyin Atakan
    2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), 2021, : 2875 - 2878
  • [8] Development of framework by combining CNN with KNN to detect Alzheimer’s disease using MRI images
    Madhusudan G Lanjewar
    Jivan S Parab
    Arman Yusuf Shaikh
    Multimedia Tools and Applications, 2023, 82 : 12699 - 12717
  • [9] A deep learning framework for early diagnosis of Alzheimer’s disease on MRI images
    Doaa Ahmed Arafa
    Hossam El-Din Moustafa
    Hesham A. Ali
    Amr M. T. Ali-Eldin
    Sabry F. Saraya
    Multimedia Tools and Applications, 2024, 83 : 3767 - 3799
  • [10] Classification of Alzheimer's disease MRI images with CNN based hybrid method
    Yildirim M.
    Cinar A.
    Ingenierie des Systemes d'Information, 2020, 25 (04): : 413 - 418
12345