REAVER: A program for improved analysis of high‐resolution vascular network images

BA Corliss, RW Doty, C Mathews, PA Yates… - …, 2020 - Wiley Online Library
Alterations in vascular networks, including angiogenesis and capillary regression, play key
roles in disease, wound healing, and development. The spatial structures of blood vessels …

Fractal dimension and lacunarity analysis of retinal microvascular morphology in hypertension and diabetes

N Popovic, M Radunovic, J Badnjar, T Popovic - Microvascular Research, 2018 - Elsevier
Hypertension and diabetes mellitus represent modifiable risk factors for vascular disease.
They cause microvascular remodeling, and ultimately result in end-organ damage …

Explainable end-to-end deep learning for diabetic retinopathy detection across multiple datasets

M Chetoui, MA Akhloufi - Journal of Medical Imaging, 2020 - spiedigitallibrary.org
Purpose: Diabetic retinopathy (DR) is characterized by retinal lesions affecting people
having diabetes for several years. It is one of the leading causes of visual impairment …

Box-counting method in python for fractal analysis of biomedical images

I Konatar, T Popovic, N Popovic - 2020 24th International …, 2020 - ieeexplore.ieee.org
This paper presents the implementation of a Python-based library with a purpose to
determine fractal dimension of biomedical images. The described method is based on the …

TREND database: Retinal images of healthy young subjects visualized by a portable digital non-mydriatic fundus camera

N Popovic, S Vujosevic, M Radunović, M Radunović… - PLoS …, 2021 - journals.plos.org
T opological characterization of the R etinal microvascular n E twork visualized by portable
fu ND us camera (TREND) is a database comprising of 72 color digital retinal images …

Digital Image Sensor Integration in the Scope of EyeFundusScope: a Retinal Imaging System for Mobile Diabetic Retinopathy Assessment

HLC Piteira - 2018 - search.proquest.com
Diabetic Retinopathy is a pathology, asymptomatic in early stages, that is a consequence of
diabetes mellitus, a disease that affects millions of people worldwide. Specifically on people …

Fractal Characteristics of Retinal Microvascular Network in Alzheimer's Disease and Colon Cancer in Automatically Segmented Fundus Images from the UK Biobank …

I Rubežić, M Radunović, D Babić, T Popović… - … Conference on Medical …, 2023 - Springer
Several studies have found that in people with cancer, the incidence of Alzheimer's
dementia (AD) is very low, while in people with AD the incidence of cancer is very low …

A segmentation-oriented inter-class transfer method: Application to retinal vessel segmentation

C Shi, J Liu, D Chen - ar** and Semi-supervised Transfer Learning Methods for Medical Image Segmentation
C Shi, D Mei, D Chen - researchgate.net
In our paper, we introduce a framework that is a combination of crop** and transfer
methods for segmentation. Nowadays, transfer learning methods are proposed in data …