Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images

Sebastian Otálora, Oscar Perdomo, Fabio A. González, Henning Müller. Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images. In M. Jorge Cardoso, Tal Arbel, Su-Lin Lee, Veronika Cheplygina, Simone Balocco, Diana Mateus, Guillaume Zahnd, Lena Maier-Hein, Stefanie Demirci, Eric Granger, Luc Duong, Marc-André Carbonneau, Shadi Albarqouni, Gustavo Carneiro, editors, Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis - 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10-14, 2017, Proceedings. Volume 10552 of Lecture Notes in Computer Science, pages 146-154, Springer, 2017. [doi]

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