Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading.
Jaakko SahlstenJoel JaskariJyri J. KivinenLauri TurunenEsa JaanioKustaa HietalaKimmo KaskiPublished in: CoRR (2019)
Keyphrases
- deep learning
- retinal images
- diabetic retinopathy
- image analysis
- blood vessels
- optic disc
- vessel segmentation
- unsupervised learning
- unsupervised feature learning
- machine learning
- pattern recognition
- computer aided diagnosis
- fundus images
- region of interest
- image segmentation
- optical coherence tomography
- weakly supervised
- computer vision
- mental models
- image processing
- age related macular degeneration
- automatic detection
- medical imaging
- text classification
- data mining