RPE layer detection and baseline estimation using statistical methods and randomization for classification of AMD from retinal OCT.
Anju ThomasSunija A. PRigved ManojRajiv RamachandranSrikkanth RamachandranVarun P. GopiPonnusamy PalanisamyPublished in: Comput. Methods Programs Biomed. (2021)
Keyphrases
- statistical methods
- machine learning methods
- statistical analysis
- machine learning
- computational methods
- statistical approaches
- classification accuracy
- statistical tests
- optical coherence tomography
- density estimation
- decision trees
- feature extraction
- biological data
- retinal images
- object detection
- privacy preserving
- statistical analyses
- probability density function
- false positives
- detection algorithm
- feature vectors
- feature space
- machine learning algorithms
- least squares
- age related macular degeneration
- real world
- model selection
- support vector machine
- risk factors
- feature selection
- environmental sciences
- learning algorithm
- receiver operating characteristic curves
- vessel detection