Deep Learning based Skin-layer Segmentation for Characterizing Cutaneous Wounds from Optical Coherence Tomography Images.
Prashant KumarSwatantra DharaAyan GopeJyotirmoy ChatterjeeSubhamoy MandalPublished in: EMBC (2023)
Keyphrases
- oct images
- optical coherence tomography
- deep learning
- segmentation algorithm
- image analysis
- spectral domain
- segmentation method
- test images
- fully automatic
- image data
- input image
- fundus images
- motion artifacts
- automated segmentation
- image registration
- image features
- ground truth
- imaging modalities
- medical images
- region of interest
- multiscale
- three dimensional
- volumetric images
- retinal images
- image segmentation
- active learning
- contrast enhancement
- blood vessels
- object recognition
- multiple objects
- shape prior
- markov random field