Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy.
Michelle Yuen Ting YipGilbert LimZhan Wei LimQuang Duc NguyenCrystal C. Y. ChongMarco YuValentina BellemoYuchen XieXin Qi LeeHaslina HamzahJinyi HoTien-En TanCharumathi SabanayagamAndrzej GrzybowskiGavin Siew Wei TanWynne HsuMong-Li LeeTien Yin WongDaniel S. W. TingPublished in: npj Digit. Medicine (2020)
Keyphrases
- learning systems
- factors influencing
- diabetic retinopathy
- retinal images
- factors affecting
- automatic detection
- early detection
- computer supported
- learning environment
- image analysis
- learning process
- learning styles
- optical coherence tomography
- optic disc
- medical experts
- blood vessels
- learning resources
- image processing
- medical imaging
- learning materials
- vessel segmentation
- databases
- computer vision
- machine learning
- image segmentation
- multimedia
- adaptive systems
- machine learning systems
- collective learning