Pathological Myopic Image Analysis with Transfer LearningDownload PDF

11 Apr 2019 (modified: 05 May 2023)MIDL Abstract 2019Readers: Everyone
Keywords: Myopia, Fundus Image, Deep Learning, Transfer Learning
Abstract: We present a summary of transfer learning based methods for several challenging myopic fundus image analysis tasks including classification of pathological and non-pathological myopia, localisation of fovea, and segmentation of optical disc. By adapting existing popular deep learning architectures, our proposed methods have achieved 1st and 2nd place in several tasks at the Pathologic Myopia Challenge (PALM) held at ISBI2019.
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