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Journal of Medical Engineering & Technology Volume 33, 2009 - Issue 7
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Research Note

BP neural network classification for bleeding detection in wireless capsule endoscopy

G. Pan School of Electronics, Information and Electrical Engineering, 820 Institute, Shanghai JiaoTong University, Shanghai, 200240, PR ChinaCorrespondence[email protected]
,
G. Yan School of Electronics, Information and Electrical Engineering, 820 Institute, Shanghai JiaoTong University, Shanghai, 200240, PR China
,
X. Song School of Electronics, Information and Electrical Engineering, 820 Institute, Shanghai JiaoTong University, Shanghai, 200240, PR China
&
X. Qiu School of Electronics, Information and Electrical Engineering, 820 Institute, Shanghai JiaoTong University, Shanghai, 200240, PR China
Pages 575-581 | Published online: 15 Sep 2009

References

  • National Institutes of Health. Bleeding in the Digestive Tract. National Institutes of Health, Bethesda, Maryland 2004; 1–6, (7)
  • Eliakim R., Suissa A., Yassin K., Katz D., Fischer D. Wireless capsule video endoscopy compared to barium follow-through and computerised tomography in patients with suspected Crohn's disease–final report. Digestive and Liver Disease 2004; 36(8)519–522
  • Mylonaki M., Fritscher-Ravens A., Swain P. Wireless capsule endoscopy: a comparison with push enteroscopy in patients with gastroscopy and colonoscopy negative gastrointestinal bleeding. Gut 2003; 52(8)1122–1126
  • Iddan G., Meron G., Glukhovsky A., Swain P. Wireless capsule endoscopy. Nature 2000; 405(6785)417–417
  • Swain P., Iddan G., Meron G., Glukhovsky A. Wireless capsule endoscopy of the small bowel: development, testing, and first human trials. Biomonitoring and Endoscopy Technologies 2001; 1(29)19–23
  • Storch I., Schmelkin I., Vance S., Barkin J. A double blind placebo controlled study of tegaserod to increase gastric and small bowel transit times with wireless capsule endoscocpy (WCE): preliminary data. Gastrointestinal Endoscopy 2006; 63(5)AB192
  • Canlas K. R., Dobozi B. M., Lin S., Smith A. D., Rockey D. C., Muir A. J., Agrawal N. M., Poleski M. H., Patel K., McHutchison J. G. Using capsule endoscopy to identify GI tract lesions in cirrhotic patients with portal hypertension and chronic anemia. Journal of Clinical Gastroenterology 2008; 42(7)844–848
  • Golding M., Doman D., Goldberg H. Use of wireless capsule endoscopy for evaluation of sustained gastric presence of a polymer medication delivery system. American Journal of Gastroenterology 2008; 103: S41–S41
  • Sturniolo G., Di Leo V., Vettorato M., De Boni M., Lamboglia F., De Bona M., Bellumat A., Martines D., D'Inca R. Small bowel exploration by wireless capsule endoscopy: results from 314 procedures. The American Journal of Medicine 2006; 119(4)341–347
  • Muhammad A., Khara H., Bajaj P., Bhargava S., Pitchumoni C. A single-center experience of 831 patients with wireless capsule endoscopy. American Journal of Gastroenterology 2008; 103: S510–S510
  • Buscaglia J M., Giday S. A., Kantsevoy S. V., Clarke J. O., Magno P., Yong E., Mullin G. E. Performance characteristics of the suspected blood indicator feature in capsule endoscopy according to indication for study. Clinical Gastroenterology and Hepatology 2008; 6(3)298–301
  • Liangpunsakul S., Mays L., Rex D. K. Performance of given suspected blood indicator. The American Journal of Gastroenterology 2003; 98(12)2676–2678
  • Mackiewicz M., Fisher M., Jamieson C. Bleeding detection in wireless capsule endoscopy using adaptive colour histogram model and support vector classification. Medical Imaging 2008 Conference, San Diego, CA, February, 17–192008, 69140R1–69140R12
  • Bourbakis N., Makrogiannis S., Kavraki D. A neural network-based detection of bleeding in sequences of WCE images. 5th IEEE Symposium on Bioinformatics and Bioengineering, Minneapolis, MN, October, 19–212005, 324–327
  • Baopu L., Meng M. Q.H. Computer aided detection of bleeding in capsule endoscopy images. 2008 Canadian Conference on Electrical and Computer Engineering 2008; 0840(7789)001963–001966
  • Hwang S., Oh J., Cox J., Tang S. J., Tibbals H. F. Blood detection in wireless capsule endoscopy using expectation maximization clustering. Medical Imaging 2006: Image Processing. San Diego, CA, USA 2006; 1–11, 61441P
  • Jung Y. S., Kim Y. H., Lee D. H., Kim J. H. Active blood detection in a high resolution capsule endoscopy using color spectrum transformation. BMEI, 2008 International Conference on BioMedical Engineering and Informatics. 2008; 1: 859–862
  • Zhang Y. J. Image Engineering2nd edn. Tsinghua Publisher Press, BeijingChina 2007; 164–173
  • Altman D. G., Bland J. M. Diagnostic tests. 1: Sensitivity and specificity. BMJ 1994; 308(6943)1552

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