selected publications
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academic article
- Real-time analysis of cataract surgery videos using statistical models. Multimedia Tools and Applications. 76:22473-22491. 2017
- Multiple-Instance Learning for Medical Image and Video Analysis. IEEE Reviews in Biomedical Engineering. 10:213-234. 2017
- Suitability of a Low-Cost, Handheld, Nonmydriatic Retinograph for Diabetic Retinopathy Diagnosis. Translational Vision Science & Technology. 5:16-16. 2016
- Multiple-Instance Learning for Anomaly Detection in Digital Mammography. IEEE Transactions on Medical Imaging. 35:1604-1614. 2016
- Automatic Diagnosing of Suspicious Lesions in Digital Mammograms. International Journal of Advanced Computer Science and Applications. 7. 2016
- Automatic detection of referral patients due to retinal pathologies through data mining. Medical Image Analysis. 29:47-64. 2015
- Computer-Aided Retinal Surgery using Data from the Video Compressed Stream. . 2014. 2015
- Real-Time Task Recognition in Cataract Surgery Videos Using Adaptive Spatiotemporal Polynomials. IEEE Transactions on Medical Imaging. 34:877-887. 2014
- French Ph. D. prizes for Biomedical Engineering: Insights into the 2013 edition. IRBM. 35:171-172. 2014
- Real-Time Segmentation and Recognition of Surgical Tasks in Cataract Surgery Videos. IEEE Transactions on Medical Imaging. 33:2352-2360. 2014
- Exudate detection in color retinal images for mass screening of diabetic retinopathy. Medical Image Analysis. 18:1026-1043. 2014
- Real-time recognition of surgical tasks in eye surgery videos. Medical Image Analysis. 18:579-590. 2014
- TeleOphta: Machine learning and image processing methods for teleophthalmology. IRBM. 34:196-203. 2013
- A multiple-instance learning framework for diabetic retinopathy screening. Medical Image Analysis. 16:1228-1240. 2012
- Computer-aided Retinal Surgery Using Video Data Compression 2012
- Fast Wavelet-Based Image Characterization for Highly Adaptive Image Retrieval. IEEE Transactions on Image Processing. 21:1613-1623. 2011
- Medical Case Retrieval From a Committee of Decision Trees. IEEE Transactions on Information Technology in Biomedicine. 14:1227-1235. 2010
- Optimal Wavelet Transform for the Detection of Microaneurysms in Retina Photographs. IEEE Transactions on Medical Imaging. 27:1230-1241. 2008
- Recherche de cas médicaux multimodaux à l’aide d’arbres de décision. IRBM. 29:35-43. 2008
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blog posting
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chapter
- Multimedia Information Retrieval from Ophthalmic Digital Archives. Springer eBooks. 95-114. 2015
- Content-Based Medical Video Retrieval Based on Region Motion Trajectories. IFMBE proceedings. 622-625. 2011
- Content based Medical Image Retrieval: use of Generalized Gaussian Density to model BEMD’s IMF. IFMBE proceedings. 1249-1252. 2009
- Multimodal Medical Case Retrieval using Dezert-Smarandache Theory with A Priori Knowledge. IFMBE proceedings. 716-719. 2009
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conference paper
- Mapping the retinas of a patient using a mixed set of fundus photographs from both eyes. . 3239-3242. 2016
- Multiple-instance learning for breast cancer detection in mammograms. . 2015
- Automated surgical step recognition in normalized cataract surgery videos. . 4647-4650. 2014
- Motion-based video retrieval with application to computer-assisted retinal surgery. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 4962-4965. 2012
- Weakly supervised classification of medical images. . 110-113. 2012
- Multimodal medical case retrieval using the Dezert-Smarandache theory. . 394-397. 2008
- Multimodal medical case retrieval using Bayesian networks and the Dezert-Smarandache theory. . 245-248. 2008
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