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Retinal OCT Analysis and Prediction with Deep Learning
- Source :
- Biophotonics Congress: Biomedical Optics 2020 (Translational, Microscopy, OCT, OTS, BRAIN).
- Publication Year :
- 2020
- Publisher :
- Optica Publishing Group, 2020.
-
Abstract
- Ophthalmology is at the forefront of deep learning applications due to the ability to image the retina with OCT. We present how deep learning is used for quantification of imaging biomarkers and predicting disease progression.
- Subjects :
- medicine.medical_specialty
Retina
Visual acuity
genetic structures
medicine.diagnostic_test
Artificial neural network
business.industry
Deep learning
education
Disease progression
Retinal
Image processing
eye diseases
chemistry.chemical_compound
medicine.anatomical_structure
chemistry
Optical coherence tomography
Ophthalmology
Medicine
sense organs
Artificial intelligence
medicine.symptom
business
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Biophotonics Congress: Biomedical Optics 2020 (Translational, Microscopy, OCT, OTS, BRAIN)
- Accession number :
- edsair.doi...........2cf5264db5ba272619017fb2fa7bf6d7