Blood vessel segmentation algorithms—review of methods, datasets and evaluation metrics

S Moccia, E De Momi, S El Hadji, LS Mattos - Computer methods and …, 2018 - Elsevier
Background Blood vessel segmentation is a topic of high interest in medical image analysis
since the analysis of vessels is crucial for diagnosis, treatment planning and execution, and …

Blood vessel segmentation methodologies in retinal images–a survey

MM Fraz, P Remagnino, A Hoppe… - Computer methods and …, 2012 - Elsevier
Retinal vessel segmentation algorithms are a fundamental component of automatic retinal
disease screening systems. This work examines the blood vessel segmentation …

A review of 3D vessel lumen segmentation techniques: Models, features and extraction schemes

D Lesage, ED Angelini, I Bloch, G Funka-Lea - Medical image analysis, 2009 - Elsevier
Vascular diseases are among the most important public health problems in developed
countries. Given the size and complexity of modern angiographic acquisitions, segmentation …

A review of vessel extraction techniques and algorithms

C Kirbas, F Quek - ACM Computing Surveys (CSUR), 2004 - dl.acm.org
Vessel segmentation algorithms are the critical components of circulatory blood vessel
analysis systems. We present a survey of vessel extraction techniques and algorithms. We …

[PDF][PDF] Retinal Vessel Segmentation using Deep Neural Networks.

M Melinscak, P Prentasic, S Loncaric - VISAPP (1), 2015 - scitepress.org
Automatic segmentation of blood vessels in fundus images is of great importance as eye
diseases as well as some systemic diseases cause observable pathologic modifications. It is …

A review of machine learning methods for retinal blood vessel segmentation and artery/vein classification

MRK Mookiah, S Hogg, TJ MacGillivray, V Prathiba… - Medical Image …, 2021 - Elsevier
The eye affords a unique opportunity to inspect a rich part of the human microvasculature
non-invasively via retinal imaging. Retinal blood vessel segmentation and classification are …

Evaluation of artery visualizations for heart disease diagnosis

M Borkin, K Gajos, A Peters, D Mitsouras… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Heart disease is the number one killer in the United States, and finding indicators of the
disease at an early stage is critical for treatment and prevention. In this paper we evaluate …

Multiple hypothesis template tracking of small 3D vessel structures

O Friman, M Hindennach, C Kühnel, HO Peitgen - Medical image analysis, 2010 - Elsevier
A multiple hypothesis tracking approach to the segmentation of small 3D vessel structures is
presented. By simultaneously tracking multiple hypothetical vessel trajectories, low contrast …

A survey of flattening‐based medical visualization techniques

J Kreiser, M Meuschke, G Mistelbauer… - Computer Graphics …, 2018 - Wiley Online Library
In many areas of medicine, visualization research can help with task simplification,
abstraction or complexity reduction. A common visualization approach is to facilitate …

Analysis of retinal blood vessel segmentation techniques: a systematic survey

KS Kumar, NP Singh - Multimedia Tools and Applications, 2023 - Springer
Abstract Segmentation of Blood Vessel is a challenging mission in medical image
processing to diagnose the disease. It evaluates vessels crucial in automatic retinal vessel …