A New Strategy for the Detection of Diabetic Retinopathy using a Smartphone App and Machine Learning Methods Embedded on Cloud Computer.
Shara Shami Araújo AlvesAlexis Galeno MatosJefferson Silva AlmeidaCilis Aragao BenevidesCaio Cesar Henrique CunhaRhuan Victor Crescencio SantiagoRenato Francisco PereiraPedro Pedrosa Rebouças FilhoPublished in: CBMS (2020)
Keyphrases
- machine learning methods
- diabetic retinopathy
- automatic detection
- retinal images
- machine learning
- early detection
- mobile applications
- machine learning algorithms
- machine learning approaches
- medical experts
- ensemble methods
- optic disc
- blood vessels
- fundus images
- statistical methods
- cloud computing
- android platform
- optic disk
- learned knowledge
- vessel segmentation
- region of interest
- medical images
- mobile devices
- multiscale
- image processing