Machine learning with convolutional neural networks for clinical cardiologists

被引：9
|
作者：
Howard, James Philip [1 ]
Francis, Darrel P. [2 ]
机构：
[1] Imperial Coll London, Natl Heart & Lung Inst, London W12 0NN, England
[2] Imperial Coll London, Cardiol, London, England
来源：
HEART | 2022年 / 108卷 / 12期
基金：
英国惠康基金;
关键词：
CLASSIFICATION;
D O I：
10.1136/heartjnl-2020-318686
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
[No abstract available]
引用
收藏
页码：973 / 981
页数：9
相关论文
共 50 条
  • [1] Vision-based Learning: A Novel Machine Learning Method based on Convolutional Neural Networks and Spiking Neural Networks
    Azimirad, Vahid
    Sotubadi, Saleh Valizadeh
    Nasirlou, Ali
    2021 9TH RSI INTERNATIONAL CONFERENCE ON ROBOTICS AND MECHATRONICS (ICROM), 2021, : 192 - 197
  • [2] Machine learning approach to OAM beam demultiplexing via convolutional neural networks
    Doster, Timothy
    Watnik, Abbie T.
    APPLIED OPTICS, 2017, 56 (12) : 3386 - 3396
  • [3] Mechanical fault diagnosis using Convolutional Neural Networks and Extreme Learning Machine
    Chen, Zhuyun
    Gryllias, Konstantinos
    Li, Weihua
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2019, 133
  • [4] Using Visualization of Convolutional Neural Networks in Virtual Reality for Machine Learning Newcomers
    Meissler, Nadine
    Wohlan, Annika
    Hochgeschwender, Nico
    Schreiber, Andreas
    2019 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND VIRTUAL REALITY (AIVR), 2019, : 152 - 158
  • [5] A Hybrid Convolutional Neural Networks with Extreme Learning Machine for WCE Image Classification
    Yu, Jia-sheng
    Chen, Jin
    Xiang, Z. Q.
    Zou, Yue-Xian
    2015 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2015, : 1822 - 1827
  • [6] Classification of Dead Cocoons Using Convolutional Neural Networks and Machine Learning Methods
    Lee, Ahyeong
    Kim, Giyoung
    Hong, Suk-Ju
    Kim, Seong-Wan
    Kim, Ghiseok
    IEEE ACCESS, 2023, 11 : 137317 - 137327
  • [7] Intelligent Machine Fault Diagnosis Using Convolutional Neural Networks and Transfer Learning
    Zhang, Wentao
    Zhang, Ting
    Cui, Guohua
    Pan, Ying
    IEEE ACCESS, 2022, 10 : 50959 - 50973
  • [8] Learning Convolutional Neural Networks for Graphs
    Niepert, Mathias
    Ahmed, Mohamed
    Kutzkov, Konstantin
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 48, 2016, 48
  • [9] INCREMENTAL LEARNING OF CONVOLUTIONAL NEURAL NETWORKS
    Medera, Dusan
    Babinec, Stefan
    IJCCI 2009: PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON COMPUTATIONAL INTELLIGENCE, 2009, : 547 - +
  • [10] Machine Learning in Neural Networks
    Lin, Eugene
    Tsai, Shih-Jen
    FRONTIERS IN PSYCHIATRY: ARTIFCIAL INTELLIGENCE, PRECISION MEDICINE, AND OTHER PARADIGM SHIFTS, 2019, 1192 : 127 - 137
12345