Data-centric AI approach to improve optic nerve head segmentation and localization in OCT en face images.
Thomas SchleglHeiko StinoMichael NiederleithnerAndreas PollreiszUrsula Schmidt-ErfurthWolfgang DrexlerRainer A. LeitgebTilman SchmollPublished in: CoRR (2022)
Keyphrases
- face images
- data centric
- optic nerve
- fundus images
- optical coherence tomography
- face recognition
- optic disc
- principal component analysis
- human faces
- facial expressions
- feature vectors
- data management
- pose variations
- facial features
- feature extraction
- segmentation method
- training set
- machine learning
- healthy subjects
- imaging modalities
- retinal images
- information management
- business processes
- distributed systems
- input image
- shape model
- routing protocol
- xml schema
- data representation
- blood vessels
- segmentation algorithm
- multiscale
- medical images
- pattern recognition
- training data
- feature space