[HTML][HTML] AutoMorph: automated retinal vascular morphology quantification via a deep learning pipeline
Purpose: To externally validate a deep learning pipeline (AutoMorph) for automated
analysis of retinal vascular morphology on fundus photographs. AutoMorph has been made …
analysis of retinal vascular morphology on fundus photographs. AutoMorph has been made …
Automatic artery/vein classification methods for retinal blood vessel: A Review
Automatic retinal arteriovenous classification can assist ophthalmologists in disease early
diagnosis. Deep learning-based methods and topological graph-based methods have …
diagnosis. Deep learning-based methods and topological graph-based methods have …
A deep learning-based framework for retinal fundus image enhancement
Problem Low-quality fundus images with complex degredation can cause costly re-
examinations of patients or inaccurate clinical diagnosis. Aim This study aims to create an …
examinations of patients or inaccurate clinical diagnosis. Aim This study aims to create an …
Improving sensitivity and connectivity of retinal vessel segmentation via error discrimination network
Purpose Automated retinal vessel segmentation is crucial to the early diagnosis and
treatment of ophthalmological diseases. Many deep‐learning‐based methods have shown …
treatment of ophthalmological diseases. Many deep‐learning‐based methods have shown …
Fully automated tree topology estimation and artery-vein classification
A Khanal, S Motevali, R Estrada - arXiv preprint arXiv:2202.02382, 2022 - arxiv.org
We present a fully automatic, graph-based technique for extracting the retinal vascular
topology--that is, how different vessels are connected to each other--given a single color …
topology--that is, how different vessels are connected to each other--given a single color …
Fully Automated Artery-Vein ratio and vascular tortuosity measurement in retinal fundus images
A Khanal, R Estrada - arXiv preprint arXiv:2301.01791, 2023 - arxiv.org
Accurate measurements of abnormalities like Artery-Vein ratio and tortuosity in fundus
images is an actively researched task. Most of the research seems to compute such features …
images is an actively researched task. Most of the research seems to compute such features …