{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T09:58:56Z","timestamp":1779271136653,"version":"3.51.4"},"reference-count":28,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2014,4,1]],"date-time":"2014-04-01T00:00:00Z","timestamp":1396310400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Med Syst"],"published-print":{"date-parts":[[2014,4]]},"DOI":"10.1007\/s10916-014-0025-1","type":"journal-article","created":{"date-parts":[[2014,4,2]],"date-time":"2014-04-02T08:19:14Z","timestamp":1396426754000},"source":"Crossref","is-referenced-by-count":84,"title":["Automated Bleeding Detection in Capsule Endoscopy Videos Using Statistical Features and Region Growing"],"prefix":"10.1007","volume":"38","author":[{"given":"Sonu","family":"Sainju","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francis M.","family":"Bui","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Khan A.","family":"Wahid","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,4,3]]},"reference":[{"key":"25_CR1","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1038\/35013140","volume":"405","author":"G Iddan","year":"2000","unstructured":"Iddan, G., Meron, G., Glukhovsky, A., and Swain, P., Wireless capsule endoscopy. Nature 405:417, 2000.","journal-title":"Nature"},{"issue":"5","key":"25_CR2","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1038\/nrd1385","volume":"3","author":"WA Qureshi","year":"2004","unstructured":"Qureshi, W. A., Current and future applications of the capsule camera. Nat. Rev. Drug Discov. 3(5):447\u2013450, 2004.","journal-title":"Nat. Rev. Drug Discov."},{"issue":"2","key":"25_CR3","doi-asserted-by":"crossref","first-page":"445","DOI":"10.1016\/S0889-8553(05)70122-9","volume":"29","author":"H Hussain","year":"2000","unstructured":"Hussain, H., Lapin, S., and Cappell, M. S., Clinical scoring systems for determining the prognosis of gastrointestinal bleeding. Gastroenterol. Clin. N. Am. 29(2):445\u2013464, 2000.","journal-title":"Gastroenterol. Clin. N. Am."},{"key":"25_CR4","unstructured":"Katz, L. B., The role of surgery in occult gastrointestinal bleeding. In: Seminars in Gastrointestinal Disease. Vol. 10, no. 2, pp. 78\u201381, 1999."},{"issue":"11","key":"25_CR5","doi-asserted-by":"crossref","first-page":"2407","DOI":"10.1111\/j.1572-0241.2005.00274.x","volume":"100","author":"SL Triester","year":"2005","unstructured":"Triester, S. L., Leighton, J. A., Leontiadis, G. I., Fleischer, D. E., Hara, A. K., Heigh, R. I., Shiff, A. D., and Sharma, V. K., A meta-analysis of the yield of capsule endoscopy compared to other diagnostic modalities in patients with obscure gastrointestinal bleeding. Am. J. Gastroenterol. 100(11):2407\u20132418, 2005.","journal-title":"Am. J. Gastroenterol."},{"issue":"3","key":"25_CR6","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1016\/S0016-5107(02)70037-0","volume":"56","author":"BS Lewis","year":"2002","unstructured":"Lewis, B. S., and Swain, P., Capsule endoscopy in the evaluation of patients with suspected small intestinal bleeding: Results of a pilot study. Gastrointest. Endosc. 56(3):349\u2013353, 2002.","journal-title":"Gastrointest. Endosc."},{"issue":"3","key":"25_CR7","doi-asserted-by":"crossref","first-page":"298","DOI":"10.1016\/j.cgh.2007.12.029","volume":"6","author":"JM Buscaglia","year":"2008","unstructured":"Buscaglia, J. M., Giday, S. A., Kantsevoy, S. V., Clarke, J. O., Magno, P., Yong, E., and Mullin, G. E., Performance characteristics of the suspected blood indicator feature in capsule endoscopy according to indication for study. Clin. Gastroenterol. Hepatol. 6(3):298\u2013301, 2008.","journal-title":"Clin. Gastroenterol. Hepatol."},{"key":"25_CR8","doi-asserted-by":"crossref","unstructured":"Fu, Y., Mandal, M., and Guo, G., Bleeding region detection in WCE images based on color features and neural network. In: Circuits and Systems (MWSCAS), 2011 I.E. 54th International Midwest Symposium on, pp. 1\u20134, 2011.","DOI":"10.1109\/MWSCAS.2011.6026527"},{"issue":"6","key":"25_CR9","doi-asserted-by":"crossref","first-page":"1477","DOI":"10.1007\/s10916-009-9424-0","volume":"35","author":"G Pan","year":"2011","unstructured":"Pan, G., Yan, G., Qiu, X., and Cui, J., Bleeding detection in wireless capsule endoscopy based on probabilistic neural network. J. Med. Syst. 35(6):1477\u20131484, 2011.","journal-title":"J. Med. Syst."},{"key":"25_CR10","unstructured":"Hwang, S., Oh, J., Cox, J., Tang, S. J., and Tibbals, H. F., Blood detection in wireless capsule endoscopy using expectation maximization clustering. In Proc. of SPIE, p. 61441P\u201361441P\u201311, 2006."},{"issue":"4","key":"25_CR11","doi-asserted-by":"crossref","first-page":"1032","DOI":"10.1109\/TBME.2008.2010526","volume":"56","author":"B Li","year":"2009","unstructured":"Li, B., and Meng, M. Q.-H., Computer-aided detection of bleeding regions for capsule endoscopy images. IEEE Trans. Biomed. Eng. 56(4):1032\u20131039, 2009.","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"25_CR12","doi-asserted-by":"crossref","unstructured":"Szczypi\u0144ski, P., Klepaczko, A., Pazurek, M., and Daniel, P., Texture and color based image segmentation and pathology detection in capsule endoscopy videos. Comput. Methods Programs Biomed. 113(1):396\u2013411, 2014.","DOI":"10.1016\/j.cmpb.2012.09.004"},{"key":"25_CR13","first-page":"2526","volume":"59","author":"Y-G Lee","year":"2011","unstructured":"Lee, Y.-G., and Yoon, G., Real-time image analysis of capsule endoscopy for bleeding discrimination in embedded system platform. World Acad. Sci. Eng. Technol. 59:2526\u20132530, 2011.","journal-title":"World Acad. Sci. Eng. Technol."},{"key":"25_CR14","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1007\/978-3-642-31919-8_22","volume-title":"Intelligent Science and Intelligent Data Engineering","author":"K Sun","year":"2012","unstructured":"Sun, K., Wu, Y., Lin, X., Cheng, S., Zhu, Y.-M., and Zhang, S., Mean shift-based lesion detection of gastroscopic images. In: Intelligent Science and Intelligent Data Engineering. Springer, Heidelberg, pp. 167\u2013174, 2012."},{"key":"25_CR15","doi-asserted-by":"crossref","unstructured":"Sergyan, S., Color histogram features based image classification in content-based image retrieval systems In: Applied Machine Intelligence and Informatics, 2008. SAMI 2008. 6th International Symposium on, pp. 221\u2013224, 2008.","DOI":"10.1109\/SAMI.2008.4469170"},{"key":"25_CR16","doi-asserted-by":"crossref","unstructured":"Banu, M. S., and Nallaperumal, K., Analysis of color feature extraction techniques for pathology image retrieval system. In Computational Intelligence and Computing Research (ICCIC), 2010 I.E. International Conference on, pp. 1\u20137, 2010.","DOI":"10.1109\/ICCIC.2010.5705887"},{"key":"25_CR17","doi-asserted-by":"crossref","unstructured":"Sainju, S., Bui, F. M., and Wahid, K., Bleeding detection in wireless capsule endoscopy based on color features from histogram probability. In: Electrical and Computer Engineering (CCECE), 2013 26th Annual IEEE Canadian Conference on, pp. 1\u20134, 2013.","DOI":"10.1109\/CCECE.2013.6567779"},{"issue":"1\u20132","key":"25_CR18","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1008163913937","volume":"28","author":"N Ikonomakis","year":"2000","unstructured":"Ikonomakis, N., Plataniotis, K. N., and Venetsanopoulos, A. N., Color image segmentation for multimedia applications. J. Intell. Robot. Syst. 28(1\u20132):5\u201320, 2000.","journal-title":"J. Intell. Robot. Syst."},{"issue":"10","key":"25_CR19","doi-asserted-by":"crossref","first-page":"2777","DOI":"10.1109\/TBME.2011.2155064","volume":"58","author":"A Karargyris","year":"2011","unstructured":"Karargyris, A., and Bourbakis, N., Detection of small bowel polyps and ulcers in wireless capsule endoscopy videos. IEEE Trans. Biomed. Eng. 58(10):2777\u20132786, 2011.","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"25_CR20","doi-asserted-by":"crossref","unstructured":"Tseng, D. C., and Chang, C. H., Color segmentation using perceptual attributes. In Proceedings., 11th IAPR International Conference on Pattern Recognition. Vol. IV. Conference D: Architectures for Vision and Pattern Recognition, no. 1, pp. 228\u2013231, 1992.","DOI":"10.1109\/ICPR.1992.201967"},{"key":"25_CR21","first-page":"110","volume-title":"An Algorithm for Fast Segmentation of Color Images","author":"L Lucchese","year":"1999","unstructured":"Lucchese, L., and Mitra, S. K., An Algorithm for Fast Segmentation of Color Images. Springer Verlag, London, pp. 110\u2013119, 1999."},{"issue":"4","key":"25_CR22","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1109\/51.603650","volume":"16","author":"SE Umbaugh","year":"1997","unstructured":"Umbaugh, S. E., Wei, Y.-S., and Zuke, M., Feature extraction in image analysis. A program for facilitating data reduction in medical image classification. Eng. Med. Biol. Mag. IEEE 16(4):62\u201373, 1997.","journal-title":"Eng. Med. Biol. Mag. IEEE"},{"key":"25_CR23","unstructured":"Bishop, C. M., Pattern Recognition and Machine Learning (Information Science and Statistics). Secaucus, NJ, USA: Springer-Verlag New York, Inc., pp. 227\u2013228, 2006."},{"key":"25_CR24","unstructured":"Theodoridis, S., and Koutroumbas, K., Pattern Recognition, Fourth. Academic Press, pp. 284\u2013285, 2009."},{"key":"25_CR25","unstructured":"The MathWorks, Inc. [Online]. Available: http:\/\/www.mathworks.com\/ ."},{"key":"25_CR26","unstructured":"capsuleendoscopy.org. [Online]. Available: http:\/\/www.capsuleendoscopy.org\/Pages\/default.aspx ."},{"key":"25_CR27","volume-title":"Capsule Endoscopy","author":"DO Faigel","year":"2008","unstructured":"Faigel, D. O., and Cave, D. R., Capsule Endoscopy. Saunders Elsivier, Philadelphia, 2008."},{"key":"25_CR28","doi-asserted-by":"crossref","unstructured":"Watt, E., MLIS, et al., Toward medical decision making. In: Alex, R. K. T., and Bui, A.T., (Ed.), Medical Imaging Informatics. Springer US, pp. 403\u2013438, 2010.","DOI":"10.1007\/978-1-4419-0385-3_10"}],"container-title":["Journal of Medical Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-014-0025-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10916-014-0025-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-014-0025-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T06:59:47Z","timestamp":1746169187000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10916-014-0025-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,4]]},"references-count":28,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2014,4]]}},"alternative-id":["25"],"URL":"https:\/\/doi.org\/10.1007\/s10916-014-0025-1","relation":{},"ISSN":["0148-5598","1573-689X"],"issn-type":[{"value":"0148-5598","type":"print"},{"value":"1573-689X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,4]]},"article-number":"25"}}