Multi-labelled proteins recognition for high-throughput microscopy images using deep convolutional neural networks

被引:0
|
作者
Enze Zhang
Boheng Zhang
Shaohan Hu
Fa Zhang
Zhiyong Liu
Xiaohua Wan
机构
[1] Chinese Academy of Sciences,High Performance Computer Research Center, Institute of Computing Technology
[2] University of Chinese Academy of Sciences,Department of Automation
[3] Tsinghua University,School of Software
[4] Tsinghua University,undefined
来源
关键词
Protein pattern recognition; DNNs; Multi-class and multi-label; Label imbalance; High-throughput microscopy images;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] Coal/Gangue Recognition Using Convolutional Neural Networks and Thermal Images
    Alfarzaeai, Murad Saleh
    Niu, Qiang
    Zhao, Jiaqi
    Eshaq, Refat Mohammed Abdullah
    Hu, Eryi
    IEEE ACCESS, 2020, 8 : 76780 - 76789
  • [42] Recognition of peripheral blood cell images using convolutional neural networks
    Acevedo, Andrea
    Alferez, Santiago
    Merino, Anna
    Puigvi, Laura
    Rodellar, Jose
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2019, 180
  • [43] Adenocarcinoma Recognition in Endoscopy Images Using Optimized Convolutional Neural Networks
    Park, Hyun-Cheol
    Kim, Yoon-Jae
    Lee, Sang-Woong
    APPLIED SCIENCES-BASEL, 2020, 10 (05):
  • [44] Age Recognition from Facial Images using Convolutional Neural Networks
    Pakulich, D. V.
    Yakimov, S. A.
    Alyamkin, S. A.
    OPTOELECTRONICS INSTRUMENTATION AND DATA PROCESSING, 2019, 55 (03) : 255 - 262
  • [45] Age Recognition from Facial Images using Convolutional Neural Networks
    D. V. Pakulich
    S. A. Yakimov
    S. A. Alyamkin
    Optoelectronics, Instrumentation and Data Processing, 2019, 55 : 255 - 262
  • [46] High-Throughput Discovery of Novel Cubic Crystal Materials Using Deep Generative Neural Networks
    Zhao, Yong
    Al-Fahdi, Mohammed
    Hu, Ming
    Siriwardane, Edirisuriya M. D.
    Song, Yuqi
    Nasiri, Alireza
    Hu, Jianjun
    ADVANCED SCIENCE, 2021, 8 (20)
  • [47] Deep convolutional neural networks to restore single-shot electron microscopy images
    Lobato, I.
    Friedrich, T.
    Van Aert, S.
    NPJ COMPUTATIONAL MATERIALS, 2024, 10 (01)
  • [48] Application of deep convolutional neural networks in classification of protein subcellular localization with microscopy images
    Xiao, Mengli
    Shen, Xiaotong
    Pan, Wei
    GENETIC EPIDEMIOLOGY, 2019, 43 (03) : 330 - 341
  • [49] Deep convolutional neural networks to restore single-shot electron microscopy images
    I. Lobato
    T. Friedrich
    S. Van Aert
    npj Computational Materials, 10
  • [50] Vessel Detection in Ultrasound Images Using Deep Convolutional Neural Networks
    Smistad, Erik
    Lovstakken, Lasse
    DEEP LEARNING AND DATA LABELING FOR MEDICAL APPLICATIONS, 2016, 10008 : 30 - 38