3D transfer learning network for classification of Alzheimer’s disease with MRI

被引：0
|
作者：
Haifeng Wu
Jinling Luo
Xiaoling Lu
Yu Zeng
机构：
[1] Yunnan Minzu University,Department of Electrical and Information Engineering
来源：
International Journal of Machine Learning and Cybernetics | 2022年 / 13卷
关键词：
AD; MRI; MobileNet; Transfer learning; Classification;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1997 / 2011
页数：14
相关论文
共 50 条
  • [31] 3D Multimodal Fusion Network With Disease-Induced Joint Learning for Early Alzheimer's Disease Diagnosis
    Qiu, Zifeng
    Yang, Peng
    Xiao, Chunlun
    Wang, Shuqiang
    Xiao, Xiaohua
    Qin, Jing
    Liu, Chuan-Ming
    Wang, Tianfu
    Lei, Baiying
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 43 (09) : 3161 - 3175
  • [32] 3D Convolutional Neural Networks for Classification of Alzheimer's and Parkinson's Disease with T1-Weighted Brain MRI
    Dhinagar, Nikhil J.
    Thomopoulos, Sophia, I
    Owens-Walton, Conor
    Stripelis, Dimitris
    Ambite, Jose Luis
    Ver Steeg, Greg
    Weintraub, Daniel
    Cook, Philip
    McMillan, Corey
    Thompson, Paul M.
    [J]. 17TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS, 2021, 12088
  • [33] Conditional GAN with 3D discriminator for MRI generation of Alzheimer?s disease progression
    Jung, Euijin
    Luna, Miguel
    Park, Sang Hyun
    [J]. PATTERN RECOGNITION, 2023, 133
  • [34] Multimodal 3D Deep Learning for Early Diagnosis of Alzheimer's Disease
    Kim, Seung Kyu
    Duong, Quan Anh
    Gahm, Jin Kyu
    [J]. IEEE ACCESS, 2024, 12 : 46278 - 46289
  • [35] Classification of Alzheimer’s Disease Using the Convolutional Neural Network (CNN) with Transfer Learning and Weighted Loss
    Oktavian, Muhammad Wildan
    Yudistira, Novanto
    Ridok, Achmad
    [J]. IAENG International Journal of Computer Science, 2023, 50 (03):
  • [36] 3D shearlet-based descriptors combined with deep features for the classification of Alzheimer's disease based on MRI data
    Alinsaif, Sadiq
    Lang, Jochen
    [J]. COMPUTERS IN BIOLOGY AND MEDICINE, 2021, 138
  • [37] Deep transfer learning-based fully automated detection and classification of Alzheimer's disease on brain MRI
    Ghaffari, Hamed
    Tavakoli, Hassan
    Jahromi, Gila Pirzad
    [J]. BRITISH JOURNAL OF RADIOLOGY, 2022, 95 (1136):
  • [38] 3D DenseNet Ensemble in 4-Way Classification of Alzheimer's Disease
    Ruiz, Juan
    Mahmud, Mufti
    Modasshir, Md
    Kaiser, M. Shamim
    [J]. BRAIN INFORMATICS, BI 2020, 2020, 12241 : 85 - 96
  • [39] Localized instance fusion of MRI data of Alzheimer’s disease for classification based on instance transfer ensemble learning
    Xiaoheng Tan
    Yuchuan Liu
    Yongming Li
    Pin Wang
    Xiaoping Zeng
    Fang Yan
    Xinke Li
    [J]. BioMedical Engineering OnLine, 17
  • [40] Localized instance fusion of MRI data of Alzheimer's disease for classification based on instance transfer ensemble learning
    Tan, Xiaoheng
    Liu, Yuchuan
    Li, Yongming
    Wang, Pin
    Zeng, Xiaoping
    Yan, Fang
    Li, Xinke
    [J]. BIOMEDICAL ENGINEERING ONLINE, 2018, 17
12345