Study of the pulmonary heart disease computer-aided diagnosis system based on combining neural network

被引：0
|
作者：
Li, J. [1 ]
Mu, Y. [1 ]
Zhang, L. [1 ]
机构：
[1] Beijing Military Medical College, Beijing 100071, China
来源：
Shengwu Yixue Gongchengxue Zazhi/Journal of Biomedical Engineering | 2001年 / 18卷 / 04期
关键词：
Algorithms - Backpropagation - Neural networks - Pulmonary diseases;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
We have constructed an expert sub-system for diagnosing pulmonary heart disease with back-propagation(BP) model of typical artificial neural network and BP-Hamming. The system can obtain and represent clinical data, and it has solved the problems such as obtaining automatic knowledge, representation and self-learning. The results of testing demonstrate that the method of neural network can be regarded as an expert sub-system to make intelligent diagnosis of pulmonary heart disease.
引用
收藏
页码：573 / 576
相关论文
共 50 条
  • [1] A Computer-Aided Heart Valve Disease Diagnosis System Based on Machine Learning
    Ding S.-J.
    Ding H.
    Kan M.-F.
    Zhuang Y.
    Xia D.-Y.
    Sheng S.-M.
    Xu X.-R.
    Journal of Healthcare Engineering, 2023, 2023
  • [2] A Survey of Computer-Aided Tumor Diagnosis Based on Convolutional Neural Network
    Yan, Yan
    Yao, Xu-Jing
    Wang, Shui-Hua
    Zhang, Yu-Dong
    BIOLOGY-BASEL, 2021, 10 (11):
  • [3] Computer-aided diagnosis for pneumoconiosis using neural network
    Kondo, H
    Kouda, T
    FOURTEENTH IEEE SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, PROCEEDINGS, 2001, : 467 - 472
  • [4] Computer-aided diagnosis system for coronary artery stenosis using a neural network
    Suzuki, K
    Horiba, I
    Sugie, N
    Nanki, M
    MEDICAL IMAGING: 2001: IMAGE PROCESSING, PTS 1-3, 2001, 4322 : 1771 - 1782
  • [5] Computer-aided design instruction system based on bp neural network
    Wang F.
    Computer-Aided Design and Applications, 2020, 17 : 12 - 22
  • [6] Computer-aided diagnosis of cervical cytopathology based on neural network ensemble model
    Xin, Liao
    Xin, Zheng
    Juan, Zou
    Min, Feng
    Liang, Sun
    Fan, Yang
    CHINESE JOURNAL OF LIQUID CRYSTALS AND DISPLAYS, 2018, 33 (04) : 347 - 356
  • [7] Computer-aided diagnosis (CAD) of the skin disease based on an intelligent classification of sonogram using neural network
    Shabnam Kia
    Saeed Setayeshi
    M. Shamsaei
    Mohammad Kia
    Neural Computing and Applications, 2013, 22 : 1049 - 1062
  • [8] Computer-aided diagnosis (CAD) of the skin disease based on an intelligent classification of sonogram using neural network
    Kia, Shabnam
    Setayeshi, Saeed
    Shamsaei, M.
    Kia, Mohammad
    NEURAL COMPUTING & APPLICATIONS, 2013, 22 (06): : 1049 - 1062
  • [9] Computer-aided diagnosis scheme applying GRNN neural network
    Vega-Corona, Antonio
    Marcano, Alexis
    Andina, Diego
    CITSA 2007/CCCT 2007: INTERNATIONAL CONFERENCE ON CYBERNETICS AND INFORMATION TECHNOLOGIES, SYSTEMS AND APPLICATIONS : INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATIONS AND CONTROL TECHNOLOGIES, VOL III, POST-CONFERENCE ISSUE, PROCEEDINGS, 2007, : 20 - +
  • [10] Computer-Aided Diagnosis Based on Convolutional Neural Network System for Colorectal Polyp Classification: Preliminary Experience
    Komeda, Yoriaki
    Handa, Hisashi
    Watanabe, Tomohiro
    Nomura, Takanobu
    Kitahashi, Misaki
    Sakurai, Toshiharu
    Okamoto, Ayana
    Minami, Tomohiro
    Kono, Masashi
    Arizumi, Tadaaki
    Takenaka, Mamoru
    Hagiwara, Satoru
    Matsui, Shigenaga
    Nishida, Naoshi
    Kashida, Hiroshi
    Kudo, Masatoshi
    ONCOLOGY, 2017, 93 : 30 - 34
12345