Case-based reasoning: Foundational issues, methodological variations, and system approaches, AI Commun, vol.7, issue.1, pp.39-59, 1994. ,
Case-based reasoning in the health sciences: What's next?, Artificial Intelligence in Medicine, vol.36, issue.2, pp.127-135, 2006. ,
DOI : 10.1016/j.artmed.2005.10.008
Proposed international clinical diabetic retinopathy and diabetic macular edema disease severity scales, Ophthalmology, vol.110, issue.9, pp.1677-1682, 2003. ,
DOI : 10.1016/S0161-6420(03)00475-5
Risk factors for high-risk proliferative diabetic retinopathy and severe visual loss: Early treatment diabetic retinopathy study report 18, Invest Ophthalmol Vis Sci, vol.39, issue.2, pp.233-252, 1998. ,
Computer-assisted diagnosis system in digestive endoscopy, IEEE Transactions on Information Technology in Biomedicine, vol.7, issue.4, pp.256-262, 2003. ,
DOI : 10.1109/TITB.2003.823293
Indexation d'images par le contenu: unétatun´unétat de l'art, CORESA'97, 1997. ,
Content-based image retrieval at the end of the early years, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.22, issue.12, pp.1349-1380, 2000. ,
DOI : 10.1109/34.895972
A review of content-based image retrieval systems in medical applications???clinical benefits and future directions, International Journal of Medical Informatics, vol.73, issue.1, pp.1-23, 2004. ,
DOI : 10.1016/j.ijmedinf.2003.11.024
Computer-assisted detection of mammographic masses: A template matching scheme based on mutual information, Medical Physics, vol.174, issue.8, pp.2123-2130, 2003. ,
DOI : 10.1118/1.1589494
Errata: Content-based retrieval and analysis of mammographic masses, Journal of Electronic Imaging, vol.16, issue.1, p.23016, 2005. ,
DOI : 10.1117/1.2713758
Medical image retrieval based on visual contents and text information, IEEE SMC' 04, pp.1098-1103, 2004. ,
Towards content-based image retrieval in a HIS-integrated PACS, AMIA' 00, pp.477-481, 2000. ,
A biomedical information system for combined content-based retrieval of spine X-ray images and associated text information, ICVGIP' 02, pp.242-247, 2002. ,
Programs for Machine Learning, 1993. ,
Classification and regression trees, 1984. ,
Experiments with a new boosting algorithm, ICML' 96, pp.148-156, 1996. ,
Learning with continuous classes, 5th Aust. Joint Conf. on Artificial Intelligence, pp.343-348, 1992. ,
Wavelet optimization for content-based image retrieval in medical databases, Medical Image Analysis, vol.14, issue.2, pp.227-241, 2010. ,
DOI : 10.1016/j.media.2009.11.004
URL : https://hal.archives-ouvertes.fr/hal-00515295
JPEG2000: Image Compression Fundamentals , Standards and Practice (The International Series in Engineering and Computer Science), 2001. ,
Statistical texture characterization from discrete wavelet representations, IEEE Transactions on Image Processing, vol.8, issue.4, pp.592-598, 1999. ,
DOI : 10.1109/83.753747
Wavelet-based texture retrieval using generalized Gaussian density and Kullback-Leibler distance, IEEE Transactions on Image Processing, vol.11, issue.2, pp.146-158, 2002. ,
DOI : 10.1109/83.982822
Fuzzy mathemathics in pattern classification, 1973. ,
Random forests, Machine Learning, pp.5-32, 2001. ,
An experimental comparison of three methods for constructing ensembles of decision trees: bagging, boosting, and randomization, Machine Learning, pp.139-157, 2000. ,
Learning from imbalanced data sets with boosting and data generation, ACM SIGKDD Explorations Newsletter, vol.6, issue.1, pp.30-39, 2004. ,
DOI : 10.1145/1007730.1007736
Current Status of the Digital Database for Screening Mammography, Digital Mammography, pp.457-460, 1998. ,
DOI : 10.1007/978-94-011-5318-8_75
Optimal Wavelet Transform for the Detection of Microaneurysms in Retina Photographs, IEEE Transactions on Medical Imaging, vol.27, issue.9, pp.1230-1241, 2008. ,
DOI : 10.1109/TMI.2008.920619
URL : https://hal.archives-ouvertes.fr/hal-00326135
Genetic Algorithms in Search, Optimization and Machine Learning, 1989. ,
Improved heterogeneous distance functions, J Artif Intell Res, vol.6, issue.1, pp.1-34, 1997. ,