A review of retinal blood vessels extraction techniques: challenges, taxonomy, and future trends
The visual exploration of retinal blood vessels assists ophthalmologists in the diagnoses of
different abnormalities of the eyes such as diabetic retinopathy, glaucoma, cardiovascular …
different abnormalities of the eyes such as diabetic retinopathy, glaucoma, cardiovascular …
A comprehensive survey on segmentation techniques for retinal vessel segmentation
In recent years, enormous research has been carried out on the segmentation of blood
vessels. Segmentation of blood vessels in retinal images is crucial for diagnosing, treating …
vessels. Segmentation of blood vessels in retinal images is crucial for diagnosing, treating …
Robust retinal vessel segmentation via locally adaptive derivative frames in orientation scores
This paper presents a robust and fully automatic filter-based approach for retinal vessel
segmentation. We propose new filters based on 3D rotating frames in so-called orientation …
segmentation. We propose new filters based on 3D rotating frames in so-called orientation …
[HTML][HTML] Roto-translation equivariant convolutional networks: Application to histopathology image analysis
Rotation-invariance is a desired property of machine-learning models for medical image
analysis and in particular for computational pathology applications. We propose a …
analysis and in particular for computational pathology applications. We propose a …
Retinal vessel delineation using a brain-inspired wavelet transform and random forest
This paper presents a supervised retinal vessel segmentation by incorporating vessel
filtering and wavelet transform features from orientation scores (OSs), and green intensity …
filtering and wavelet transform features from orientation scores (OSs), and green intensity …
Supervised vessel delineation in retinal fundus images with the automatic selection of B-COSFIRE filters
The inspection of retinal fundus images allows medical doctors to diagnose various
pathologies. Computer-aided diagnosis systems can be used to assist in this process. As a …
pathologies. Computer-aided diagnosis systems can be used to assist in this process. As a …
Fractal dimension and retinal pathology: a meta-analysis
S Yu, V Lakshminarayanan - Applied Sciences, 2021 - mdpi.com
Due to the fractal nature of retinal blood vessels, the retinal fractal dimension is a natural
parameter for researchers to explore and has garnered interest as a potential diagnostic …
parameter for researchers to explore and has garnered interest as a potential diagnostic …
Reliability of using retinal vascular fractal dimension as a biomarker in the diabetic retinopathy detection
The retinal fractal dimension (FD) is a measure of vasculature branching pattern complexity.
FD has been considered as a potential biomarker for the detection of several diseases like …
FD has been considered as a potential biomarker for the detection of several diseases like …
An improved retinal vessel segmentation framework using frangi filter coupled with the probabilistic patch based denoiser
Vessel segmentation has come a long way in terms of matching the experts at detection
accuracy, yet there is potential for further improvement. In this regard, the accurate detection …
accuracy, yet there is potential for further improvement. In this regard, the accurate detection …
Performance comparison of publicly available retinal blood vessel segmentation methods
Retinal blood vessel structure is an important indicator of many retinal and systemic
diseases, which has motivated the development of various image segmentation methods for …
diseases, which has motivated the development of various image segmentation methods for …