Non-invasive algorithm for bowel motility estimation using a back-propagation neural network model of bowel sounds

被引:0
|
作者
Keo-Sik Kim
Jeong-Hwan Seo
Chul-Gyu Song
机构
[1] Chonbuk National University,School of Electronics and Information Engineering
[2] Chonbuk National University Hospital,School of Medicine, Department of Rehabilitation Medicine
[3] Chonbuk National University,Center for Advanced Image and Information Technology
关键词
Root Mean Square Error; Irritable Bowel Syndrome; Artificial Neural Network Model; Hide Node; Acoustical Feature;
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
  • [1] Non-invasive algorithm for bowel motility estimation using a back-propagation neural network model of bowel sounds
    Kim, Keo-Sik
    Seo, Jeong-Hwan
    Song, Chul-Gyu
    [J]. BIOMEDICAL ENGINEERING ONLINE, 2011, 10
  • [2] Awareness System for Bowel Motility Estimation based on Artificial Neural Network of Bowel Sounds
    Kim, Keo-Sik
    Park, Hyoung-Jun
    Kang, Hyun Seo
    Song, Chul-Gyu
    [J]. 4TH INTERNATIONAL CONFERENCE ON AWARENESS SCIENCE AND TECHNOLOGY (ICAST 2012), 2012, : 185 - 188
  • [3] An Improved Back-Propagation Neural Network Algorithm
    Hao, Pan
    [J]. MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 4586 - 4590
  • [4] Estimation algorithm of the bowel motility based on regression analysis of the jitter and shimmer of bowel sounds
    Kim, Keo Sik
    Seo, Jeong Hwan
    Ryu, Sang Hun
    Kim, Min Ho
    Song, Chul Gyu
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2011, 104 (03) : 426 - 434
  • [5] A Novel Learning Algorithm of Back-propagation Neural Network
    Gong, Bing
    [J]. 2009 IITA INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS ENGINEERING, PROCEEDINGS, 2009, : 411 - 414
  • [6] A novel algorithm for text categorization using improved back-propagation neural network
    Li, Cheng Hua
    Park, Soon Cheol
    [J]. FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PROCEEDINGS, 2006, 4223 : 452 - 460
  • [7] Developing a Neural Network Model for a Non-invasive Prediction of Histologic Activity in Inflammatory Bowel Diseases
    Popa, Iolanda Valentina
    Diculescu, Mircea
    Mihai, Catalina
    Prelipcean, Cristina Cijevschi
    Burlacu, Alexandru
    [J]. TURKISH JOURNAL OF GASTROENTEROLOGY, 2021, 32 (03): : 276 - 286
  • [8] Hybrid cultural and back-propagation algorithm for neural network training
    Yuan, Xiaohui
    Zhang, Yongchuan
    Wang, Cheng
    Zhou, Jianzhong
    Wang, Jinwen
    Yuan, Yanbin
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 737 - 740
  • [9] Neural network credit-risk evaluation model based on back-propagation algorithm
    Li, RZ
    Pang, SL
    Xu, JM
    [J]. 2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, 2002, : 1702 - 1706
  • [10] A Model with Back-propagation Algorithm for the Estimation of Irreducible Water Saturation
    Ma, Pinghua
    Fan, Hongfu
    Li, Ke
    [J]. NATURAL RESOURCES AND SUSTAINABLE DEVELOPMENT, PTS 1-3, 2012, 361-363 : 445 - +