Deep image mining for diabetic retinopathy screening von Quellec, Gwenolé, Charrière, Katia, Boudi, Yassine, Cochener, Béatrice, Lamard, Mathieu

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Automatic detection of rare pathologies in fundus photographs using few-shot learning von Quellec, Gwenolé, Lamard, Mathieu, Conze, Pierre-Henri, Massin, Pascale, Cochener, Béatrice

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Multiple-Instance Learning for Anomaly Detection in Digital Mammography von Quellec, Gwenole, Lamard, Mathieu, Cozic, Michel, Coatrieux, Gouenou, Cazuguel, Guy

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CaDIS: Cataract dataset for surgical RGB-image segmentation von Grammatikopoulou, Maria, Flouty, Evangello, Kadkhodamohammadi, Abdolrahim, Quellec, Gwenolé, Chow, Andre, Nehme, Jean, Luengo, Imanol, Stoyanov, Danail

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Real-Time Task Recognition in Cataract Surgery Videos Using Adaptive Spatiotemporal Polynomials von Quellec, Gwenole, Lamard, Mathieu, Cochener, Beatrice, Cazuguel, Guy

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Retinal Fundus Multi-Disease Image Dataset (RFMiD): A Dataset for Multi-Disease Detection Research von Pachade, Samiksha, Porwal, Prasanna, Thulkar, Dhanshree, Kokare, Manesh, Deshmukh, Girish, Sahasrabuddhe, Vivek, Giancardo, Luca, Quellec, Gwenolé, Mériaudeau, Fabrice

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Towards improved breast mass detection using dual-view mammogram matching von Yan, Yutong, Conze, Pierre-Henri, Lamard, Mathieu, Quellec, Gwenolé, Cochener, Béatrice, Coatrieux, Gouenou

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A new deep learning-based method for the detection of gait events in children with gait disorders: Proof-of-concept and concurrent validity von Lempereur, Mathieu, Rousseau, François, Rémy-Néris, Olivier, Pons, Christelle, Houx, Laetitia, Quellec, Gwenolé, Brochard, Sylvain

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VMseg: Using spatial variance to automatically segment retinal non-perfusion on OCT-angiography von LE Boite, Hugo, Couturier, Aude, Tadayoni, Ramin, Lamard, Mathieu, Quellec, Gwenolé

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Multiple-Instance Learning for Medical Image and Video Analysis von Quellec, Gwenole, Cazuguel, Guy, Cochener, Beatrice, Lamard, Mathieu

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ExplAIn: Explanatory artificial intelligence for diabetic retinopathy diagnosis von Quellec, Gwenolé, Al Hajj, Hassan, Lamard, Mathieu, Conze, Pierre-Henri, Massin, Pascale, Cochener, Béatrice

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Exudate detection in color retinal images for mass screening of diabetic retinopathy von Zhang, Xiwei, Thibault, Guillaume, Decencière, Etienne, Marcotegui, Beatriz, Laÿ, Bruno, Danno, Ronan, Cazuguel, Guy, Quellec, Gwénolé, Lamard, Mathieu, Massin, Pascale, Chabouis, Agnès, Victor, Zeynep, Erginay, Ali

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Predicting suicidal ideation from irregular and incomplete time series of questionnaires in a smartphone-based suicide prevention platform: a pilot study von Quellec, Gwenolé, Berrouiguet, Sofian, Morgiève, Margot, Dubois, Jonathan, Leboyer, Marion, Vaiva, Guillaume, Azé, Jérôme, Courtet, Philippe

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Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs von Niemeijer, Meindert, van Ginneken, Bram, Cree, Michael J, Mizutani, Atsushi, Quellec, Gwenole, Sanchez, Clara I, Zhang, Bob, Hornero, Roberto, Lamard, Mathieu, Muramatsu, Chisako, Wu, Xiangqian, Cazuguel, Guy, You, Jane, Mayo, AgustIn, Qin Li, Hatanaka, Yuji, Cochener, Beatrice, Roux, Christian, Karray, Fakhri, Garcia, MarIa, Fujita, Hiroshi, Abramoff, Michael D

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Optimal Filter Framework for Automated, Instantaneous Detection of Lesions in Retinal Images von Quellec, Gwénolé, Russell, Stephen R, Abràmoff, Michael D

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IDRiD: Diabetic Retinopathy – Segmentation and Grading Challenge von Porwal, Prasanna, Pachade, Samiksha, Kokare, Manesh, Deshmukh, Girish, Son, Jaemin, Bae, Woong, Liu, Lihong, Wang, Jianzong, Liu, Xinhui, Gao, Liangxin, Wu, TianBo, Xiao, Jing, Wang, Fengyan, Yin, Baocai, Wang, Yunzhi, Danala, Gopichandh, He, Linsheng, Choi, Yoon Ho, Lee, Yeong Chan, Jung, Sang-Hyuk, Li, Zhongyu, Sui, Xiaodan, Wu, Junyan, Li, Xiaolong, Zhou, Ting, Toth, Janos, Baran, Agnes, Kori, Avinash, Chennamsetty, Sai Saketh, Safwan, Mohammed, Alex, Varghese, Lyu, Xingzheng, Cheng, Li, Chu, Qinhao, Li, Pengcheng, Ji, Xin, Zhang, Sanyuan, Shen, Yaxin, Dai, Ling, Saha, Oindrila, Sathish, Rachana, Melo, Tânia, Araújo, Teresa, Harangi, Balazs, Sheng, Bin, Fang, Ruogu, Sheet, Debdoot, Hajdu, Andras, Zheng, Yuanjie, Mendonça, Ana Maria, Zhang, Shaoting, Campilho, Aurélio, Zheng, Bin, Shen, Dinggang, Giancardo, Luca, Quellec, Gwenolé, Mériaudeau, Fabrice

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Real-Time Segmentation and Recognition of Surgical Tasks in Cataract Surgery Videos von Quellec, Gwenole, Lamard, Mathieu, Cochener, Beatrice, Cazuguel, Guy

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Unsupervised learning-based long-term superpixel tracking von Conze, Pierre-Henri, Tilquin, Florian, Lamard, Mathieu, Heitz, Fabrice, Quellec, Gwenolé

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Automated Analysis of Retinal Images for Detection of Referable Diabetic Retinopathy von Abràmoff, Michael D, Folk, James C, Han, Dennis P, Walker, Jonathan D, Williams, David F, Russell, Stephen R, Massin, Pascale, Cochener, Beatrice, Gain, Philippe, Tang, Li, Lamard, Mathieu, Moga, Daniela C, Quellec, Gwénolé, Niemeijer, Meindert

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Quantitative gait analysis and prediction using artificial intelligence for patients with gait disorders von Ben Chaabane, Nawel, Conze, Pierre-Henri, Lempereur, Mathieu, Quellec, Gwenolé, Rémy-Néris, Olivier, Brochard, Sylvain, Cochener, Béatrice, Lamard, Mathieu

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