Testing a Deep Learning Algorithm for Detection of Diabetic Retinopathy in a Spanish Diabetic Population and with MESSIDOR Database.
Marc Baget-BernaldizRomero-Aroca PedroEsther Santos-BlancoRaul Navarro-GilAida Valls-MateuAntonio Moreno-RibasHatem A RashwanDomenec PuigPublished in: Diagnostics (Basel, Switzerland) (2021)
Our DLA performed well, both in detecting any DR and in classifying those eyes with RDR in a sample of retinographies of type 2 DM patients in our population and the MESSIDOR database.
Keyphrases
- diabetic retinopathy
- deep learning
- optical coherence tomography
- end stage renal disease
- ejection fraction
- machine learning
- chronic kidney disease
- newly diagnosed
- type diabetes
- adverse drug
- emergency department
- convolutional neural network
- artificial intelligence
- patient reported outcomes
- loop mediated isothermal amplification
- label free
- glycemic control
- cataract surgery