Robust deep learning for improved classification of AD/MCI patients

被引:26
|
作者
机构
[1] Li, Feng
[2] Tran, Loc
[3] Thung, Kim-Han
[4] Ji, Shuiwang
[5] Shen, Dinggang
[6] Li, Jiang
来源
| 1600年 / Springer Verlag卷 / 8679期
关键词
Medical imaging - Computer aided diagnosis;
D O I
10.1007/978-3-319-10581-9_30
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [31] Brain signatures based on structural MRI: Classification for MCI, PMCI, and AD
    Gonuguntla, Venkateswarlu
    Yang, Ehwa
    Guan, Yi
    Koo, Bang-Bon
    Kim, Jae-Hun
    HUMAN BRAIN MAPPING, 2022, 43 (09) : 2845 - 2860
  • [32] Sports Video Classification Method Based on Improved Deep Learning
    Gao, Tianhao
    Zhang, Meng
    Zhu, Yifan
    Zhang, Youjian
    Pang, Xiangsheng
    Ying, Jing
    Liu, Wenming
    APPLIED SCIENCES-BASEL, 2024, 14 (02):
  • [33] An improved deep learning model for hierarchical classification of protein families
    Sandaruwan, Pahalage Dhanushka
    Wannige, Champi Thusangi
    PLOS ONE, 2021, 16 (10):
  • [34] Wild Mushroom Classification Based on Improved MobileViT Deep Learning
    Peng, Youju
    Xu, Yang
    Shi, Jin
    Jiang, Shiyi
    APPLIED SCIENCES-BASEL, 2023, 13 (08):
  • [35] Improved optimizer with deep learning model for emotion detection and classification
    Joseph, Willson C.
    Kathrine, G. Jaspher Willsie
    Shanmuganathan, Vimal
    Sumathi, S.
    Pelusi, Danilo
    Valencia, Xiomara Patricia Blanco
    Verdú, Elena
    Mathematical Biosciences and Engineering, 2024, 21 (07) : 6631 - 6657
  • [36] An Improved Hybrid Deep Learning Approach for Security Requirements Classification
    Hassan, Shoaib
    Li, Qianmu
    Zubair, Muhammad
    Alsowail, Rakan A.
    Umair, Muhammad
    CMC-COMPUTERS MATERIALS & CONTINUA, 2025, 82 (03): : 4041 - 4067
  • [37] Effect of Ketosis on Cognitive Decline in Patients with MCI and AD
    Uchio, Daniella
    Silverman, Daniel
    JOURNAL OF NUCLEAR MEDICINE, 2024, 65
  • [38] Imaging of amyloid in brain in vivo in MCI and AD patients
    Nordberg, A
    Engler, H
    Blomqvist, G
    Almkvist, O
    Ausén, B
    Wall, A
    Långström, B
    NEUROBIOLOGY OF AGING, 2004, 25 : S59 - S59
  • [39] A Reliable and Robust Deep Learning Model for Effective Recyclable Waste Classification
    Hossen, Md. Mosarrof
    Majid, Molla E.
    Kashem, Saad Bin Abul
    Khandakar, Amith
    Nashbat, Mohammad
    Ashraf, Azad
    Hasan-Zia, Mazhar
    Kunju, Ali K. Ansaruddin
    Kabir, Saidul
    Chowdhury, Muhammad E. H.
    IEEE Access, 2024, 12 : 13809 - 13821
  • [40] Deep learning-based approaches for robust classification of cervical cancer
    Ishak Pacal
    Serhat Kılıcarslan
    Neural Computing and Applications, 2023, 35 : 18813 - 18828