Performance assessment of a bleeding detection algorithm for endoscopic video based on classifier fusion method and exhaustive feature selection
暂无分享,去创建一个
Khan A. Wahid | Francis Minhthang Bui | Farah Deeba | Monzurul Islam | K. Wahid | F. Deeba | Monzurul Islam | F. Bui
[1] Wei Zhang,et al. Computer-Aided Bleeding Detection in WCE Video , 2014, IEEE Journal of Biomedical and Health Informatics.
[2] Khan A. Wahid,et al. Adaptive illumination in wireless capsule endoscopy system , 2015, 2015 IEEE International Symposium on Circuits and Systems (ISCAS).
[3] Stephen Lin,et al. Single-image vignetting correction using radial gradient symmetry , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.
[4] Max Q.-H. Meng,et al. A study on automated segmentation of blood regions in Wireless Capsule Endoscopy images using fully convolutional networks , 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).
[5] Gregory D. Hager,et al. Assessment of Crohn’s Disease Lesions in Wireless Capsule Endoscopy Images , 2012, IEEE Transactions on Biomedical Engineering.
[6] Nikolaos G. Bourbakis,et al. Detection of Small Bowel Polyps and Ulcers in Wireless Capsule Endoscopy Videos , 2011, IEEE Transactions on Biomedical Engineering.
[7] A. Karargyris,et al. Small-bowel capsule endoscopy: a ten-point contemporary review. , 2013, World journal of gastroenterology.
[8] S. Sergyan,et al. Color histogram features based image classification in content-based image retrieval systems , 2008, 2008 6th International Symposium on Applied Machine Intelligence and Informatics.
[9] Jong Hyo Kim,et al. Active Blood Detection in a High Resolution Capsule Endoscopy using Color Spectrum Transformation , 2008, 2008 International Conference on BioMedical Engineering and Informatics.
[10] Mark H. Fisher,et al. Bleeding detection in wireless capsule endoscopy using adaptive colour histogram model and support vector classification , 2008, SPIE Medical Imaging.
[11] Khan A. Wahid,et al. Automated Growcut for segmentation of endoscopic images , 2016, 2016 International Joint Conference on Neural Networks (IJCNN).
[12] Guozheng Yan,et al. Bleeding Detection in Wireless Capsule Endoscopy Based on Probabilistic Neural Network , 2011, Journal of Medical Systems.
[13] D. Iakovidis,et al. Software for enhanced video capsule endoscopy: challenges for essential progress , 2015, Nature Reviews Gastroenterology &Hepatology.
[14] Xiaolin Lin,et al. Mean Shift-Based Lesion Detection of Gastroscopic Images , 2011, IScIDE.
[15] Hoon Jai Chun,et al. Sensitivity of the suspected blood indicator: an experimental study. , 2012, World journal of gastroenterology.
[16] Katz Lb,et al. The role of surgery in occult gastrointestinal bleeding. , 1999 .
[17] I KunchevaLudmila. A Theoretical Study on Six Classifier Fusion Strategies , 2002 .
[18] Max Q.-H. Meng,et al. Bleeding Frame and Region Detection in the Wireless Capsule Endoscopy Video , 2016, IEEE Journal of Biomedical and Health Informatics.
[19] Richard Simon,et al. Bias in error estimation when using cross-validation for model selection , 2006, BMC Bioinformatics.
[20] Jeongkyu Lee,et al. A Review of Machine-Vision-Based Analysis of Wireless Capsule Endoscopy Video , 2012, Diagnostic and therapeutic endoscopy.
[21] Guozheng Yan,et al. Bleeding detection in wireless capsule endoscopy images based on color invariants and spatial pyramids using support vector machines , 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[22] Khan A. Wahid,et al. Automated Bleeding Detection in Capsule Endoscopy Videos Using Statistical Features and Region Growing , 2014, Journal of Medical Systems.
[23] David B. Nash,et al. Economic and health outcomes of capsule endoscopy: Opportunities for improved management of the diagnostic process for obscure gastrointestinal bleeding , 2002 .
[24] Glenn Fung,et al. On the Dangers of Cross-Validation. An Experimental Evaluation , 2008, SDM.
[25] Max Q.-H. Meng,et al. Computer-Aided Detection of Bleeding Regions for Capsule Endoscopy Images , 2009, IEEE Transactions on Biomedical Engineering.
[26] G. Pan,et al. BP neural network classification for bleeding detection in wireless capsule endoscopy , 2009, Journal of medical engineering & technology.
[27] John Platt,et al. Probabilistic Outputs for Support vector Machines and Comparisons to Regularized Likelihood Methods , 1999 .
[28] Khan A. Wahid,et al. Unsupervised abnormality detection using saliency and Retinex based color enhancement , 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
[29] David M. W. Powers,et al. Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation , 2011, ArXiv.
[30] Vladimir Vapnik,et al. Statistical learning theory , 1998 .
[31] Martin P. Mintchev,et al. DESIGN, IMPLEMENTATION, AND TESTING OF A MINIATURE SELF-STABILIZING CAPSULE ENDOSCOPE WITH WIRELESS IMAGE TRANSMISSION CAPABILITIES. , 2011 .
[32] Artur Klepaczko,et al. Texture and color based image segmentation and pathology detection in capsule endoscopy videos , 2014, Comput. Methods Programs Biomed..
[33] L B Katz,et al. The role of surgery in occult gastrointestinal bleeding. , 1999, Seminars in gastrointestinal disease.
[34] Jung-Hwan Oh,et al. Blood detection in wireless capsule endoscopy using expectation maximization clustering , 2006, SPIE Medical Imaging.