@inproceedings{rahim:hal-02520049, TITLE = {{Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Deep Learning and Image Augmentation}}, AUTHOR = {Rahim, Sarni Suhaila and Palade, Vasile and Almakky, Ibrahim and Holzinger, Andreas}, URL = {https://inria.hal.science/hal-02520049}, BOOKTITLE = {{3rd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE)}}, ADDRESS = {Canterbury, United Kingdom}, EDITOR = {Andreas Holzinger and Peter Kieseberg and A Min Tjoa and Edgar Weippl}, PUBLISHER = {{Springer International Publishing}}, SERIES = {Machine Learning and Knowledge Extraction}, VOLUME = {LNCS-11713}, PAGES = {114-127}, YEAR = {2019}, MONTH = Aug, DOI = {10.1007/978-3-030-29726-8\_8}, KEYWORDS = {Diabetic Retinopathy ; Maculopathy ; Eye screening ; Colour fundus images ; Image processing ; Data augmentation ; Deep learning}, PDF = {https://inria.hal.science/hal-02520049/file/485369_1_En_8_Chapter.pdf}, HAL_ID = {hal-02520049}, HAL_VERSION = {v1}, }