Statistical and Topological Summaries Aid Disease Detection for Segmented Retinal Vascular Images.
John T. NardiniCharles W. J. PughHelen M. ByrnePublished in: CoRR (2022)
Keyphrases
- fundus images
- image analysis
- input image
- diabetic retinopathy
- retinal fundus images
- image database
- image data
- retinal images
- automatically segmented
- blood vessels
- image classification
- image features
- image retrieval
- edge detection
- ground truth
- object recognition
- detection rate
- optic disc
- three dimensional
- segmented images
- clinical applications
- image registration
- optic nerve
- test images
- bounding box
- region of interest
- complex background
- spatial information
- traffic signs
- geometric objects
- vessel detection
- retinal fundus
- object detection
- medical images
- optical coherence tomography
- detection algorithm
- face detection
- hypothesis testing