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
  • [41] A Robust Deep Learning Framework Based on Spectrograms for Heart Sound Classification
    Chen, Junxin
    Guo, Zhihuan
    Xu, Xu
    Zhang, Li-bo
    Teng, Yue
    Chen, Yongyong
    Wozniak, Marcin
    Wang, Wei
    IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2024, 21 (04) : 936 - 947
  • [42] Deep reinforcement learning for robust emotional classification in facial expression recognition
    Li, Huadong
    Xu, Hua
    KNOWLEDGE-BASED SYSTEMS, 2020, 204 (204)
  • [43] Robust camera pose estimation by viewpoint classification using deep learning
    Nakajima Y.
    Saito H.
    Computational Visual Media, 2017, 3 (2) : 189 - 198
  • [44] Robust Deep Learning-Based Driver Distraction Detection and Classification
    Ezzouhri, Amal
    Charouh, Zakaria
    Ghogho, Mounir
    Guennoun, Zouhair
    IEEE ACCESS, 2021, 9 : 168080 - 168092
  • [45] Sparse Representations in Deep Learning for Noise-Robust Digit Classification
    Ghifary, Muhammad
    Kleijn, W. Bastiaan
    Zhang, Mengjie
    PROCEEDINGS OF 2013 28TH INTERNATIONAL CONFERENCE ON IMAGE AND VISION COMPUTING NEW ZEALAND (IVCNZ 2013), 2013, : 340 - 345
  • [46] Robust IoT time series classification with data compression and deep learning
    Azar, Joseph
    Makhoul, Abdallah
    Couturier, Raphael
    Demerjian, Jacques
    NEUROCOMPUTING, 2020, 398 : 222 - 234
  • [47] ROBUST SENSIBLE ADVERSARIAL LEARNING OF DEEP NEURAL NETWORKS FOR IMAGE CLASSIFICATION
    Kim, Jungeum
    Wang, Xiao
    ANNALS OF APPLIED STATISTICS, 2023, 17 (02): : 961 - 984
  • [48] Robust Physical-World Attacks on Deep Learning Visual Classification
    Eykholt, Kevin
    Evtimov, Ivan
    Fernandes, Earlence
    Li, Bo
    Rahmati, Amir
    Xiao, Chaowei
    Prakash, Atul
    Kohno, Tadayoshi
    Song, Dawn
    2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2018, : 1625 - 1634
  • [49] A Robust Deep Transfer Learning Model for Accurate Speech Emotion Classification
    Akinpelu, Samson
    Viriri, Serestina
    ADVANCES IN VISUAL COMPUTING, ISVC 2022, PT II, 2022, 13599 : 419 - 430
  • [50] Deep learning-based approaches for robust classification of cervical cancer
    Pacal, Ishak
    Kilicarslan, Serhat
    NEURAL COMPUTING & APPLICATIONS, 2023, 35 (25): : 18813 - 18828
12345