Improving Accuracy of Pneumonia Classification Using Modified DenseNet

被引:2
作者
Wang, Kai [1 ]
Jiang, Ping [1 ]
Kong, Dali [1 ]
Sun, Beibei [1 ]
Shen, Ting [1 ]
机构
[1] Hefei Univ Technol, Sch Math, Hefei, Peoples R China
基金
中国国家自然科学基金;
关键词
Compendex;
D O I
10.1007/s10278-023-00841-w
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
引用
收藏
页码:1507 / 1514
页数:8
相关论文
共 24 条
  • [1] [Anonymous], SQUEEZENET ALEXNET L
  • [2] Chen B., 2017, MOBILENETS EFFICIENT
  • [3] Giorno A.D., 2017, LOG DENSENET SPARSIF
  • [4] Deep Residual Learning for Image Recognition
    He, Kaiming
    Zhang, Xiangyu
    Ren, Shaoqing
    Sun, Jian
    [J]. 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2016, : 770 - 778
  • [5] Densely Connected Convolutional Networks
    Huang, Gao
    Liu, Zhuang
    van der Maaten, Laurens
    Weinberger, Kilian Q.
    [J]. 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), 2017, : 2261 - 2269
  • [6] Pneumonia detection in chest X-ray images using convolutional neural networks and transfer learning
    Jain, Rachna
    Nagrath, Preeti
    Kataria, Gaurav
    Kaushik, V. Sirish
    Hemanth, D. Jude
    [J]. MEASUREMENT, 2020, 165
  • [7] Identifying pneumonia in chest X-rays: A deep learning approach
    Jaiswal, Amit Kumar
    Tiwari, Prayag
    Kumar, Sachin
    Gupta, Deepak
    Khanna, Ashish
    Rodrigues, Joel J. P. C.
    [J]. MEASUREMENT, 2019, 145 : 511 - 518
  • [8] Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning
    Kermany, Daniel S.
    Goldbaum, Michael
    Cai, Wenjia
    Valentim, Carolina C. S.
    Liang, Huiying
    Baxter, Sally L.
    McKeown, Alex
    Yang, Ge
    Wu, Xiaokang
    Yan, Fangbing
    Dong, Justin
    Prasadha, Made K.
    Pei, Jacqueline
    Ting, Magdalena
    Zhu, Jie
    Li, Christina
    Hewett, Sierra
    Dong, Jason
    Ziyar, Ian
    Shi, Alexander
    Zhang, Runze
    Zheng, Lianghong
    Hou, Rui
    Shi, William
    Fu, Xin
    Duan, Yaou
    Huu, Viet A. N.
    Wen, Cindy
    Zhang, Edward D.
    Zhang, Charlotte L.
    Li, Oulan
    Wang, Xiaobo
    Singer, Michael A.
    Sun, Xiaodong
    Xu, Jie
    Tafreshi, Ali
    Lewis, M. Anthony
    Xia, Huimin
    Zhang, Kang
    [J]. CELL, 2018, 172 (05) : 1122 - +
  • [9] KRIZHEVSKY A, 2014, NEURAL NETWORKS OVER, V15, P1929
  • [10] Lin T.Y., 2018, DROPBLOCK REGULARIZA