메뉴 건너뛰기




Volumn 10, Issue , 2011, Pages

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

Author keywords

[No Author keywords available]

Indexed keywords

AVERAGE ERRORS; BACK-PROPAGATION NEURAL NETWORKS; BOWEL SOUNDS; COMPLEMENTARY TOOLS; CONTINUOUS MONITORING; CONVENTIONAL METHODS; CORRELATION COEFFICIENT; CROSS VALIDATION; ESTIMATION ALGORITHM; HIGHLY-CORRELATED; INPUT VECTOR; NON-INVASIVE; NONINVASIVE MEASUREMENTS; SCORING METHODS; SPINAL CORD INJURY; TRANSIT TIME;

EID: 81155158872     PISSN: 1475925X     EISSN: 1475925X     Source Type: Journal    
DOI: 10.1186/1475-925X-10-69     Document Type: Article
Times cited : (27)

References (28)
  • 1
    • 69149088661 scopus 로고    scopus 로고
    • Diagnostic accuracy of the Barr and Blethyn radiological scoring systems for childhood constipation assessed using colonic transit time as the gold standard
    • 10.1007/s00247-009-1205-x, 19277628
    • Jackson CR, Lee RE, Wylie ABZ, Adams C, Jaffray B. Diagnostic accuracy of the Barr and Blethyn radiological scoring systems for childhood constipation assessed using colonic transit time as the gold standard. Pediatr Radiol 2009, 39:664-667. 10.1007/s00247-009-1205-x, 19277628.
    • (2009) Pediatr Radiol , vol.39 , pp. 664-667
    • Jackson, C.R.1    Lee, R.E.2    Wylie, A.B.Z.3    Adams, C.4    Jaffray, B.5
  • 3
    • 34247640296 scopus 로고    scopus 로고
    • Small intestine and colon motility
    • Emmanuel A, Roy A. Small intestine and colon motility. Medicine 2007, 35:272-276.
    • (2007) Medicine , vol.35 , pp. 272-276
    • Emmanuel, A.1    Roy, A.2
  • 5
    • 0032833009 scopus 로고    scopus 로고
    • Computerized auscultation applied to irritable bowel syndrome
    • 10.1023/A:1018859110022, 10505730
    • Craine BL, Silpa ML, O'Toole CJ. Computerized auscultation applied to irritable bowel syndrome. Dig Dis Sci 1999, 44:1887-1892. 10.1023/A:1018859110022, 10505730.
    • (1999) Dig Dis Sci , vol.44 , pp. 1887-1892
    • Craine, B.L.1    Silpa, M.L.2    O'Toole, C.J.3
  • 6
    • 0034854392 scopus 로고    scopus 로고
    • Enterotachogram analysis to distinguish irritable bowel syndrome from Crohn's disease
    • 10.1023/A:1010651602095, 11575452
    • Craine BL, Silpa ML, O'Toole CJ. Enterotachogram analysis to distinguish irritable bowel syndrome from Crohn's disease. Dig Dis Sci 2001, 46:1974-1979. 10.1023/A:1010651602095, 11575452.
    • (2001) Dig Dis Sci , vol.46 , pp. 1974-1979
    • Craine, B.L.1    Silpa, M.L.2    O'Toole, C.J.3
  • 7
    • 33645020923 scopus 로고    scopus 로고
    • Evaluation of gastrointestinal motility by computerized analysis of abdominal auscultation findings
    • 10.1111/j.1440-1746.2005.03997.x, 16638091
    • Yamaguchi K, Yamaguchi T, Odaka T, Saisho H. Evaluation of gastrointestinal motility by computerized analysis of abdominal auscultation findings. J Gastroenterol Hepatol 2006, 21:510-514. 10.1111/j.1440-1746.2005.03997.x, 16638091.
    • (2006) J Gastroenterol Hepatol , vol.21 , pp. 510-514
    • Yamaguchi, K.1    Yamaguchi, T.2    Odaka, T.3    Saisho, H.4
  • 9
    • 20444466136 scopus 로고    scopus 로고
    • Wavelet-Based Enhancement of Lung and Bowel Sounds Using Fractal Dimension Thresholding-Part I: Methodology
    • 10.1109/TBME.2005.846706, 15977745
    • Hadjileontiadis LJ. Wavelet-Based Enhancement of Lung and Bowel Sounds Using Fractal Dimension Thresholding-Part I: Methodology. IEEE Trans Biomed Eng 2005, 52:1143-1148. 10.1109/TBME.2005.846706, 15977745.
    • (2005) IEEE Trans Biomed Eng , vol.52 , pp. 1143-1148
    • Hadjileontiadis, L.J.1
  • 10
    • 33846409816 scopus 로고    scopus 로고
    • Long term signal detection, segmentation and summarization using wavelets and fractal dimension: a bioacoustics application in gastrointestinal motility monitoring
    • 10.1016/j.compbiomed.2006.08.013, 17026978
    • Dimoulas C, Kalliris G, Papanikolaou G, Kalampakas A. Long term signal detection, segmentation and summarization using wavelets and fractal dimension: a bioacoustics application in gastrointestinal motility monitoring. Comput Biol Med 2007, 37:438-462. 10.1016/j.compbiomed.2006.08.013, 17026978.
    • (2007) Comput Biol Med , vol.37 , pp. 438-462
    • Dimoulas, C.1    Kalliris, G.2    Papanikolaou, G.3    Kalampakas, A.4
  • 12
    • 34248595634 scopus 로고    scopus 로고
    • Bowel-sound pattern analysis using wavelets and neural networks with application to long-term, unsupervised, gastrointestinal motility monitoring
    • Dimoulas C, Kalliris G, Papanikolaou G, Petridis V, Kalampakas A. Bowel-sound pattern analysis using wavelets and neural networks with application to long-term, unsupervised, gastrointestinal motility monitoring. Expert Syst Appl 2008, 36:26-41.
    • (2008) Expert Syst Appl , vol.36 , pp. 26-41
    • Dimoulas, C.1    Kalliris, G.2    Papanikolaou, G.3    Petridis, V.4    Kalampakas, A.5
  • 13
    • 0142059914 scopus 로고    scopus 로고
    • Detection of explosive lung and bowel sounds by means of fractal dimension
    • Hadjileontiadis LJ, Rekanos IT. Detection of explosive lung and bowel sounds by means of fractal dimension. IEEE Signal Process Lett 2003, 10:311-314.
    • (2003) IEEE Signal Process Lett , vol.10 , pp. 311-314
    • Hadjileontiadis, L.J.1    Rekanos, I.T.2
  • 15
    • 33846276943 scopus 로고    scopus 로고
    • Novel wavelet domain Weiner filtering de-noising techniques: Application to bowel sounds captured by means of abdominal surface vibrations
    • Dimoulas CA, Kalliris G, Papanikolaou G, Kalampakas A. Novel wavelet domain Weiner filtering de-noising techniques: Application to bowel sounds captured by means of abdominal surface vibrations. Biomed Signal Process Control 2006, 1:177-218.
    • (2006) Biomed Signal Process Control , vol.1 , pp. 177-218
    • Dimoulas, C.A.1    Kalliris, G.2    Papanikolaou, G.3    Kalampakas, A.4
  • 16
    • 79957985329 scopus 로고    scopus 로고
    • Pattern classification and audiovisual content management techniques using hybrid expert systems: A video-assisted bioacoustics application in abdominal sounds pattern analysis
    • Dimoulas CA, Papanikolaou G, Petridis V. Pattern classification and audiovisual content management techniques using hybrid expert systems: A video-assisted bioacoustics application in abdominal sounds pattern analysis. Expert Syst Appl 2011, 38:13082-13093.
    • (2011) Expert Syst Appl , vol.38 , pp. 13082-13093
    • Dimoulas, C.A.1    Papanikolaou, G.2    Petridis, V.3
  • 17
    • 80655144468 scopus 로고    scopus 로고
    • Estimation algorithm of the bowel motility based on regression analysis of the jitter and shimmer of bowel sounds
    • Kim KS, Seo JH, Ryu SH, Kim MH, Song CG. Estimation algorithm of the bowel motility based on regression analysis of the jitter and shimmer of bowel sounds. Comput Methods Programs Biomed
    • Comput Methods Programs Biomed
    • Kim, K.S.1    Seo, J.H.2    Ryu, S.H.3    Kim, M.H.4    Song, C.G.5
  • 18
    • 0025040231 scopus 로고
    • Clinical application of spectral analysis of bowel sounds in intestinal obstruction
    • 10.1007/BF02052320, 2390910
    • Yoshino H, Abe Y, Yoshino T, Oshato K. Clinical application of spectral analysis of bowel sounds in intestinal obstruction. Dis Colon Rectum 1990, 33:753-757. 10.1007/BF02052320, 2390910.
    • (1990) Dis Colon Rectum , vol.33 , pp. 753-757
    • Yoshino, H.1    Abe, Y.2    Yoshino, T.3    Oshato, K.4
  • 19
    • 33749452229 scopus 로고    scopus 로고
    • An iterative kurtosis-based technique for the detection of nonstationary bioacoustic signals
    • Rekanos IT, Hadjileontiadis LJ. An iterative kurtosis-based technique for the detection of nonstationary bioacoustic signals. Signal Process 2006, 86:3787-3795.
    • (2006) Signal Process , vol.86 , pp. 3787-3795
    • Rekanos, I.T.1    Hadjileontiadis, L.J.2
  • 20
    • 67651152927 scopus 로고    scopus 로고
    • Using jitter and shimmer in speaker verification
    • Farrus M, Hernando J. Using jitter and shimmer in speaker verification. IET signal Process 2009, 3:247-257.
    • (2009) IET signal Process , vol.3 , pp. 247-257
    • Farrus, M.1    Hernando, J.2
  • 22
    • 11244260106 scopus 로고    scopus 로고
    • Weka 3: Data mining software in java
    • Weka 3: Data mining software in java. , http://www.cs.waikato.ac.nz/~ml/weka/
  • 24
    • 73949112143 scopus 로고    scopus 로고
    • A critical review of auscultating bowel sounds
    • Baid H. A critical review of auscultating bowel sounds. Br J Nurs 2009, 18:1125-1129.
    • (2009) Br J Nurs , vol.18 , pp. 1125-1129
    • Baid, H.1
  • 26
    • 78649328053 scopus 로고    scopus 로고
    • Survey on speech emotion recognition: Features, classification schemes, and databases
    • Ayadi ME, Kamel MS, Karray F. Survey on speech emotion recognition: Features, classification schemes, and databases. Pattern Recognit 2011, 44:572-587.
    • (2011) Pattern Recognit , vol.44 , pp. 572-587
    • Ayadi, M.E.1    Kamel, M.S.2    Karray, F.3
  • 27
    • 84863222941 scopus 로고    scopus 로고
    • An acoustical evaluation of knee sound for non-invasive screening and early detection of articular pathology
    • Kim KS, Seo JH, Song CG. An acoustical evaluation of knee sound for non-invasive screening and early detection of articular pathology. J Med Syst
    • J Med Syst
    • Kim, K.S.1    Seo, J.H.2    Song, C.G.3
  • 28
    • 0034967513 scopus 로고    scopus 로고
    • Bowel dysfunction following spinal cord injury
    • 10.1038/sj.sc.3101119, 11420734
    • Lynch AC, Antony A, Dobbs BR, Frizelle FA. Bowel dysfunction following spinal cord injury. Spinal Cord 2001, 39:193-203. 10.1038/sj.sc.3101119, 11420734.
    • (2001) Spinal Cord , vol.39 , pp. 193-203
    • Lynch, A.C.1    Antony, A.2    Dobbs, B.R.3    Frizelle, F.A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.