Case-based reasoning : Foundational issues, methodological variations, and system approaches, AI Communications, vol.7, issue.1, pp.39-59, 1994. ,
Mining association rules between sets of items in large databases, Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data, pp.207-216, 1993. ,
A biomedical information system for combined content-based retrieval of spine x-ray images and associated text information, Proceedings of the Indian Conference on Computer Vision, Graphics, and Image Processing, pp.242-247, 2002. ,
Décision et Reconnaissance des formes en signal, chapter Discrimination multisignal par la théorie de l'´ evidence, Hermes, 2002. ,
Performance analysis of matched filter techniques for automated detection of blood vessels in retinal images, TENCON 2003. Conference on Convergent Technologies for Asia-Pacific Region, pp.543-546, 2003. ,
DOI : 10.1109/TENCON.2003.1273220
On the Desirability of Acyclic Database Schemes, Journal of the ACM, vol.30, issue.3, pp.479-513, 1983. ,
DOI : 10.1145/2402.322389
Shape indexing using approximate nearest-neighbour search in high-dimensional spaces, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp.1000-1006, 1997. ,
DOI : 10.1109/CVPR.1997.609451
Fuzzy Mathematics in Pattern Classification, 1973. ,
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
A training algorithm for optimal margin classifiers, Proceedings of the fifth annual workshop on Computational learning theory , COLT '92, pp.144-152, 1992. ,
DOI : 10.1145/130385.130401
Towards contentbased image retrieval in a his-integrated pacs, Proceedings of the Annual Symposium of the American Society for Medical Informatics (AMIA), pp.477-481, 2000. ,
Random forests, Machine Learning, vol.45, issue.1, pp.5-32, 2001. ,
DOI : 10.1023/A:1010933404324
Classification and regression trees, 1984. ,
Learning User Queries in Multimodal Dissimilarity Spaces, pp.168-179, 2006. ,
DOI : 10.1007/978-3-540-27814-6_43
Integrating content-based retrieval in a medical image reference database, Computerized Medical Imaging and Graphics, vol.20, issue.4, pp.231-241, 1996. ,
DOI : 10.1016/S0895-6111(96)00016-X
A feature-based, robust, hierarchical algorithm for registering pairs of images of the curved human retina, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.24, issue.3, pp.347-364, 2002. ,
DOI : 10.1109/34.990136
Blobworld: A System for Region-Based Image Indexing and Retrieval, Third International Conference On Visual Information Systems (VISUAL'99), pp.509-516, 1999. ,
DOI : 10.1007/3-540-48762-X_63
Raisonnement médical et aidè a la décision en endoscopie digestive, 2001. ,
<title>Extracting multidimensional signal features for content-based visual query</title>, Visual Communications and Image Processing '95, 1995. ,
DOI : 10.1117/12.206632
Iconic Indexing by 2-D Strings, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.9, issue.3, pp.413-428, 1987. ,
DOI : 10.1109/TPAMI.1987.4767923
An efficient blood vessel detection algorithm for retinal images using local entropy thresholding, Proceedings of the 2003 International Symposium on Circuits and Systems, 2003. ISCAS '03., 2003. ,
DOI : 10.1109/ISCAS.2003.1206162
Detection of blood vessels in retinal images using two-dimensional matched filters, IEEE Transactions on Medical Imaging, vol.8, issue.3, pp.263-269, 1989. ,
DOI : 10.1109/42.34715
Learning Bayesian networks from data: An information-theory based approach, Artificial Intelligence, vol.137, issue.1-2, 1997. ,
DOI : 10.1016/S0004-3702(02)00191-1
Learning user preference in a personalized CBIR system, 16th International Conference on Pattern Recognition, pp.532-535, 2002. ,
Adaptive wavelet transforms via lifting, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181), 1999. ,
DOI : 10.1109/ICASSP.1998.681737
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.226.7686
Translation-Invariant De-Noising, Lecture Notes in Statistics : Wavelets and Statistics, pp.125-150, 1995. ,
DOI : 10.1007/978-1-4612-2544-7_9
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.125.3682
Nouvelles bases orthonormées de L2(R) ayant la structure du système de walsh, preprint, yale univ, 1989. ,
Time-frequency methods in timeseries data analysis. Gravitational Wave Data Analysis Workshop 2, 1997. ,
Automated microaneurysm detection, Proceedings of 3rd IEEE International Conference on Image Processing, pp.699-702, 1996. ,
DOI : 10.1109/ICIP.1996.560763
Optimal wavelets for electrogastrography, The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2004. ,
DOI : 10.1109/IEMBS.2004.1403159
Sur la sphère vide, Izvestia Akademii Nauk SSSR, Otdelenie Matematicheskikh i Estestvennykh Nauk, pp.793-800, 1934. ,
A k-nearest neighbor classification rule based on Dempster-Shafer theory, IEEE Transactions on Systems, Man, and Cybernetics, vol.25, issue.5, pp.804-813, 1995. ,
DOI : 10.1109/21.376493
An experimental comparison of three methods for constructing ensembles of decision trees : bagging, boosting, and randomization, Machine Learning, pp.139-157, 2000. ,
Parameter adjustment in Bayes networks. The generalized noisy OR???gate ,
DOI : 10.1016/B978-1-4832-1451-1.50016-0
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
Unsupervised feature selection applied to content-based retrieval of lung images, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.25, issue.3, pp.373-378, 2003. ,
DOI : 10.1109/TPAMI.2003.1182100
Screening for diabetic retinopathy using computer based image analysis and statistical classification, Computer Methods and Programs in Biomedicine, vol.62, issue.3, pp.165-175, 2000. ,
DOI : 10.1016/S0169-2607(00)00065-1
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
Content-based representation and retrieval of visual media: A state-of-the-art review, Multimedia Tools and Applications, vol.2, issue.No. 6, pp.179-202, 1996. ,
DOI : 10.1007/BF00393937
An efficient algorithm for matching multiple patterns, IEEE Trans. Knowl. Data Eng, vol.5, issue.2, pp.339-351, 1993. ,
Techniques for temporal registration of retinal images, pp.1089-1092, 2004. ,
Automated microaneurysm detection using local contrast normalization and local vessel detection, IEEE Transactions on Medical Imaging, vol.25, issue.9, pp.1223-1232, 2006. ,
DOI : 10.1109/TMI.2006.879953
Experiments with a new boosting algorithm, Proceedings of the Thirteenth International Conference on Machine Learning, pp.148-156, 1996. ,
Genetic Algorithms in Search, Optimization and Machine Learning, 1989. ,
Analyse temps-fréquence des signaux discrets, application aux images, 1997. ,
A hierarchical bayesian classification for non-vascular lesions detection in fundus images, EMBEC'05, 3rd European Medical and Biological Engineering Conference, 2005. ,
A survey of algorithms for real-time bayesian network inference, 2002. ,
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
A new method of estimating wavelet with desired features from a given signal, Signal Processing, vol.85, issue.1, pp.147-161, 2005. ,
DOI : 10.1016/j.sigpro.2004.09.008
Current status of the digital database for screening mammography. Digital Mammography, pp.457-460, 1998. ,
Automated detection of microaneurysms in digital red-free photographs: a diabetic retinopathy screening tool, Diabetic Medicine, pp.588-594, 2000. ,
DOI : 10.1006/cbmr.1996.0021
Locating blood vessels in retinal images by piecewise threshold probing of a matched filter response, IEEE Transactions on Medical Imaging, vol.19, issue.3, pp.203-210, 2000. ,
DOI : 10.1109/42.845178
A Framework for Information Retrieval Based on Bayesian Networks, 1998. ,
Statistical pattern recognition : A review, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.22, issue.1, pp.4-37, 2000. ,
Cost Savings Associated with Detection and Treatment of Diabetic Eye Disease, PharmacoEconomics, vol.8, issue.Supplement 1, pp.33-42, 1995. ,
DOI : 10.2165/00019053-199500081-00008
Cost-Effectiveness of Detecting and Treating Diabetic Retinopathy, Annals of Internal Medicine, vol.124, issue.1_Part_2, pp.164-169, 1996. ,
DOI : 10.7326/0003-4819-124-1_Part_2-199601011-00017
A Nonlinear Mapping for Data Structure Analysis, IEEE Transactions on Computers, vol.18, issue.5, pp.401-409, 1969. ,
DOI : 10.1109/T-C.1969.222678
Database architecture for content-based image retrieval, Proceedings of SPIE, pp.112-123, 1992. ,
Fundamentals of statistical signal processing : estimation theory, 1993. ,
Visual Impairment in Diabetes, Ophthalmology, vol.91, issue.1, pp.1-9, 1984. ,
DOI : 10.1016/S0161-6420(84)34337-8
Self-organized formation of topologically correct feature maps, Biological Cybernetics, vol.13, issue.1, pp.59-69, 1982. ,
DOI : 10.1007/BF00337288
A Matched-Filter FDTD-Based Time Reversal Approach for Microwave Breast Cancer Detection, IEEE Transactions on Antennas and Propagation, vol.54, issue.4, pp.1257-1264, 2006. ,
DOI : 10.1109/TAP.2006.872670
Wavelet families of increasing order in arbitrary dimensions, IEEE Transactions on Image Processing, vol.9, issue.3, pp.480-496, 2000. ,
DOI : 10.1109/83.826784
Nonseparable multidimensional perfect reconstruction filter banks and wavelet bases for R/sup n/, IEEE Transactions on Information Theory, vol.38, issue.2, pp.533-555, 1992. ,
DOI : 10.1109/18.119722
Linking images and keywords for semantics-based image retrieval, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698), pp.777-80, 2003. ,
DOI : 10.1109/ICME.2003.1221033
Registration and fusion of retinal images-an evaluation study, IEEE Transactions on Medical Imaging, vol.22, issue.5, pp.661-673, 2003. ,
DOI : 10.1109/TMI.2003.812263
LEARNING BAYESIAN BELIEF NETWORKS: AN APPROACH BASED ON THE MDL PRINCIPLE, Computational Intelligence, vol.17, issue.3, 1994. ,
DOI : 10.1016/0005-1098(78)90005-5
Use of a JPEG 2000 wavelet compression scheme for content based ophthalmologic retinal images retrieval, IEEE/EMBS 2005 : 27th annual international conference of IEEE engineering in medicine and biology society, pp.4010-4013, 2005. ,
Geometric Hashing: A General And Efficient Model-based Recognition Scheme, [1988 Proceedings] Second International Conference on Computer Vision, pp.238-249, 1988. ,
DOI : 10.1109/CCV.1988.589995
Local computations with probabilities on graphical structures and their application to expert systems, Journal of the Royal Statistical Society, vol.50, issue.2, pp.157-224, 1988. ,
Subband coding of digital images using symmetric short kernel filters and arithmetic coding techniques, Proc. of the International Conference on Acoustics Speech and Signal Processing (ICASSP), pp.761-765, 1988. ,
Automated detection of pulmonary nodules in helical CT images based on an improved template-matching technique, IEEE Transactions on Medical Imaging, vol.20, issue.7, pp.595-604, 2001. ,
Classification driven medical image retrieval, Proc. of the Image Understanding Workshop, 1998. ,
Unsupervised segmentation of color images based on kmeans clustering in the chromaticity plane, IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), pp.74-78, 1999. ,
Integrating data mining with case-based reasoning for chronic diseases prognosis and diagnosis. Expert Systems with Applications, 2006. ,
A reliability study of fractal analysis of the skeletonised vascular network using the "box-counting" technique, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society, pp.4445-4448, 2006. ,
DOI : 10.1109/IEMBS.2006.260821
Design of Wavelets Adapted to Signals and Application, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005., p.617, 2005. ,
DOI : 10.1109/ICASSP.2005.1416084
A theory for multiresolution signal decomposition: the wavelet representation, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.11, issue.7, pp.674-693, 1989. ,
DOI : 10.1109/34.192463
A Wavelet Tour of Signal Processing, 1999. ,
Characterization of signals from multiscale edges, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.14, issue.7, pp.710-732, 1992. ,
DOI : 10.1109/34.142909
Self-organizing map for cluster analysis of a breast cancer database, Artificial Intelligence in Medicine, vol.27, issue.2, pp.113-127, 2003. ,
DOI : 10.1016/S0933-3657(03)00003-4
Automatic segmentation of microaneurysms in retinal angiograms of diabetic patients, Proceedings 10th International Conference on Image Analysis and Processing, 1999. ,
DOI : 10.1109/ICIAP.1999.797681
A mathematical programming approach to the kernel fisher algorithm, NIPS, pp.591-597, 2000. ,
A kullback-leibler divergence based kernel for SVM classification in multimedia applications, 2004. ,
Medical image retrieval challenge evaluation -site d'´ evaluation ,
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
Efficient wavelet adaptation for hybrid waveletlarge margin classifiers, pp.1815-1830, 2005. ,
Automatic detection of red lesions in digital color fundus photographs, IEEE Transactions on Medical Imaging, vol.24, issue.5, pp.584-592, 2005. ,
DOI : 10.1109/TMI.2005.843738
A multiscale elastic registration scheme for retinal angiograms, Computer Vision and Image Understanding, vol.95, issue.2, pp.129-149, 2004. ,
DOI : 10.1016/j.cviu.2004.03.007
URL : https://hal.archives-ouvertes.fr/inserm-00177477
Automatic ranking of information retrieval systems using data fusion, Information Processing & Management, vol.42, issue.3, pp.595-614, 2006. ,
DOI : 10.1016/j.ipm.2005.03.023
Diabetic retinopathy : Automatic detection of early symptoms from retinal images, NORSIG-95 Norwegian Signal Processing Symposium, 1995. ,
Decision graphs -an extension of decision trees, 1993. ,
Probabilistic Reasoning in Intelligent Systems : Networks of Plausible Inference, 1988. ,
Similarity searching in medical image databases, IEEE Transactions on Knowledge and Data Engineering, vol.9, issue.3, pp.435-447, 1997. ,
DOI : 10.1109/69.599932
Mapping the human retina, IEEE Transactions on Medical Imaging, vol.17, issue.4, pp.606-619, 1998. ,
DOI : 10.1109/42.730405
Tree structured wavelet transform segmentation of microcalcifications in digital mammography, Medical Physics, vol.22, issue.8, pp.221247-1254, 1995. ,
DOI : 10.1118/1.597562
Recherche d'image par le contenu appliquéè a la rétinopathie diabétique, Manifestation de Jeunes Chercheurs en STIC (MAJECSTIC'06), 2006. ,
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
C4.5 : Programs for Machine Learning, 1993. ,
Bagging, boosting, and C4.5, AAAI-96 Fourteenth National Conference on Artificial Intelligence, pp.725-730, 1996. ,
Improving Random Forests, ECML, pp.359-370, 2004. ,
DOI : 10.1007/978-3-540-30115-8_34
Content-based image retrieval with relevance feedback in MARS, Proceedings of International Conference on Image Processing, pp.815-818, 1997. ,
DOI : 10.1109/ICIP.1997.638621
Compression d'images par quantification vectorielle et indexation par le contenu, 1997. ,
An introduction to modern information retrieval, 1983. ,
The Graphical Specification of Similarity Queries, Journal of Visual Languages & Computing, vol.7, issue.4, pp.403-421, 1997. ,
DOI : 10.1006/jvlc.1996.0021
The strength of weak learnability, Machine Learning, pp.197-227, 1990. ,
Recognition without correspondance using multidimensional receptive field histograms, International Journal of Computer Vision, vol.36, issue.1, pp.31-50, 2000. ,
DOI : 10.1023/A:1008120406972
A Mathematical Theory of Evidence, 1976. ,
Medical image retrieval based on visual contents and text information, IEEE International Conference on Systems, Man and Cybernetics, pp.1098-1103, 2004. ,
SemQuery: semantic clustering and querying on heterogeneous features for visual data, IEEE Transactions on Knowledge and Data Engineering, vol.14, issue.5, pp.988-1002, 2002. ,
DOI : 10.1109/TKDE.2002.1033769
Using Human Perceptual Categories for Content-Based Retrieval from a Medical Image Database, Computer Vision and Image Understanding, vol.88, issue.3, pp.119-151, 2002. ,
DOI : 10.1006/cviu.2002.0972
Local versus global features for content-based image retrieval, Proceedings. IEEE Workshop on Content-Based Access of Image and Video Libraries (Cat. No.98EX173), pp.30-34, 1998. ,
DOI : 10.1109/IVL.1998.694482
Automated detection of diabetic retinopathy on digital fundus images, Diabetic Medicine, vol.97, issue.2, pp.105-112, 2002. ,
DOI : 10.1046/j.1464-5491.2002.00613.x
Registration of multimodal images of retina, Proceedings of the Second Joint 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society] [Engineering in Medicine and Biology, pp.1094-1096, 2002. ,
DOI : 10.1109/IEMBS.2002.1106294
Advances and Applications of DSmT for Information Fusion I, 2004. ,
Advances and Applications of DSmT for Information Fusion II, 2006. ,
Constructing the Pignistic Probability Function in a Context of Uncertainty, Uncertainty in Artificial Intelligence, vol.5, pp.29-39, 1990. ,
DOI : 10.1016/B978-0-444-88738-2.50010-5
On orthonormal wavelets and paraunitary filter banks, IEEE Transactions on Signal Processing, vol.41, issue.3, pp.1170-1183, 1993. ,
DOI : 10.1109/78.205722
Tumor detection in nonstationary backgrounds, IEEE Transactions on Medical Imaging, vol.13, issue.3, pp.491-499, 1994. ,
DOI : 10.1109/42.310880
Wavelet transform matched filters for the detection and classification of microcalcifications in mammography, Proceedings., International Conference on Image Processing, pp.422-425, 1995. ,
DOI : 10.1109/ICIP.1995.529736
The Lifting Scheme: A Custom-Design Construction of Biorthogonal Wavelets, Applied and Computational Harmonic Analysis, vol.3, issue.2, pp.186-200, 1996. ,
DOI : 10.1006/acha.1996.0015
Arrangement: a spatial relation between parts for evaluating similarity of tomographic section, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.17, issue.9, pp.880-983, 1995. ,
DOI : 10.1109/34.406653
Simple Linear-Time Algorithms to Test Chordality of Graphs, Test Acyclicity of Hypergraphs, and Selectively Reduce Acyclic Hypergraphs, SIAM Journal on Computing, vol.13, issue.3, pp.566-79, 1984. ,
DOI : 10.1137/0213035
Progress towards automated diabetic ocular screening: A review of image analysis and intelligent systems for diabetic retinopathy, Medical & Biological Engineering & Computing, vol.13, issue.1, pp.2-13, 2002. ,
DOI : 10.1007/BF02347689
On the optimal choice of a wavelet for signal representation, IEEE Transactions on Information Theory, vol.38, issue.2, pp.747-765, 1992. ,
DOI : 10.1109/18.119734
Inference networks for document retrieval, Proceedings of the 13th annual international ACM SIGIR conference on Research and development in information retrieval , SIGIR '90, 1991. ,
DOI : 10.1145/96749.98006
Democratic data fusion for information retrieval mediators, Proceedings ACS/IEEE International Conference on Computer Systems and Applications, 2001. ,
DOI : 10.1109/AICCSA.2001.934058
Parametric generalized Gaussian density estimation, The Journal of the Acoustical Society of America, vol.86, issue.4, pp.1404-1415, 1989. ,
DOI : 10.1121/1.398700
Indexation et recherche d'images par le contenu, utilisant des informations de compression d'images : application aux images médicales, 2004. ,
Application de la morphologie mathématique au diagnostic de la rétinopathie diabétiquè a partir d'images couleur, 2003. ,
Automatic Detection of Microaneurysms in Color Fundus Images of the Human Retina by Means of the Bounding Box Closing, Third International Symposium on Medical Data Analysis (ISMDA), pp.210-220, 2002. ,
DOI : 10.1007/3-540-36104-9_23
Incorporating prior knowledge into svm for image retrieval, Proceedings of the 17th International Conference on Pattern Recognition, pp.981-984, 2004. ,
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
A general inference network based architecture for multimedia information retrieval, 2000 IEEE International Conference on Multimedia and Expo. ICME2000. Proceedings. Latest Advances in the Fast Changing World of Multimedia (Cat. No.00TH8532), pp.347-350, 2000. ,
DOI : 10.1109/ICME.2000.869612
BIR-the Bayesian network image retrieval system, Proceedings of 2001 International Symposium on Intelligent Multimedia, Video and Speech Processing. ISIMP 2001 (IEEE Cat. No.01EX489), pp.304-307, 2001. ,
DOI : 10.1109/ISIMP.2001.925394
Improved heterogeneous distance functions, Journal of Artificial Intelligence Research, vol.6, pp.1-34, 1997. ,
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
Performance prediction of data fusion for information retrieval, Information Processing & Management, vol.42, issue.4, pp.899-915, 2006. ,
DOI : 10.1016/j.ipm.2005.08.004
Relevance Feedback for Spine X-ray Retrieval, 18th IEEE Symposium on Computer-Based Medical Systems (CBMS'05), pp.197-202, 2005. ,
DOI : 10.1109/CBMS.2005.94
An integration of data mining and data warehousing for hierarchical multimedia information retrieval, Proceedings of 2001 International Symposium on Intelligent Multimedia, Video and Speech Processing. ISIMP 2001 (IEEE Cat. No.01EX489), pp.373-376, 2001. ,
DOI : 10.1109/ISIMP.2001.925411
Computer-assisted analysis of the diabetic retinopathy using digital image processing, The 3rd European Medical and Biological Engineering Conference EMBEC'05, 2005. ,
Segmentation of vessel-like patterns using mathematical morphology and curvature evaluation, IEEE Transactions on Image Processing, vol.10, issue.7, pp.1010-1019, 2001. ,
DOI : 10.1109/83.931095