Open-Source Automatic Segmentation of Ocular Structures and Biomarkers of Microbial Keratitis on Slit-Lamp Photography Images Using Deep Learning.
Jessica LooMatthias F. KriegelMegan M. TuohyKyeong Hwan KimVenkatesh PrajnaMaria A. WoodwardSina FarsiuPublished in: IEEE J. Biomed. Health Informatics (2021)
Keyphrases
- automatic segmentation
- automatically segmenting
- segmentation algorithm
- deep learning
- accurate segmentation
- computed tomography images
- manual segmentation
- ground truth
- image data
- image analysis
- input image
- segmentation method
- object recognition
- image features
- three dimensional
- test images
- fully automatic
- image registration
- similarity measure
- segmented images
- computer aided diagnosis systems
- slit lamp
- region of interest
- multiple images
- graph cuts
- machine learning