Diabetic retinopathy prediction based on deep learning and deformable registration.
Mohammed OulhadjJamal RiffiKhodriss ChaimaeAdnane Mohamed MahrazBennis AhmedAli YahyaouyChraibi FouadAbdellaoui MeriemBenatiya Andaloussi IdrissHamid TairiPublished in: Multim. Tools Appl. (2022)
Keyphrases
- deep learning
- deformable registration
- diabetic retinopathy
- image registration
- unsupervised learning
- deformation field
- prostate cancer
- similarity metric
- retinal images
- brain images
- machine learning
- b spline
- automatic detection
- mental models
- weakly supervised
- statistical shape model
- brain tumors
- optic disc
- blood vessels
- mutual information
- early detection
- image processing
- magnetic resonance images
- boundary conditions
- multiscale
- similarity measure