Segmentation of blood vessels using rule-based and machine-learning-based methods: a review

Detecting Anatomical Landmarks From Limited Medical Imaging Data Using Two-Stage Task-Oriented Deep Neural Networks

(2017) Jun Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A monocentric centerline extraction method for ring-like blood vessels

(2017) Fengjun Zhao et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

View-aligned hypergraph learning for Alzheimer’s disease diagnosis with incomplete multi-modality data

(2017) Mingxia Liu et al.   MEDICAL IMAGE ANALYSIS

A new supervised retinal vessel segmentation method based on robust hybrid features

(2016) Shahab Aslani et al.   Biomedical Signal Processing and Control

Accelerating Convolutional Sparse Coding for Curvilinear Structures Segmentation by Refining SCIRD-TS Filter Banks

(2016) Roberto Annunziata et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A Cross-Modality Learning Approach for Vessel Segmentation in Retinal Images

(2016) Qiaoliang Li et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Segmenting Retinal Blood Vessels With _newline Deep Neural Networks

(2016) Pawel Liskowski et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Segmentation of the foveal microvasculature using deep learning networks

(2016) Pavle Prentašic et al.   JOURNAL OF BIOMEDICAL OPTICS

A self-calibrating approach for the segmentation of retinal vessels by template matching and contour reconstruction

(2016) György Kovács et al.   MEDICAL IMAGE ANALYSIS

A survey on curvilinear object segmentation in multiple applications

(2016) P. Bibiloni et al.   PATTERN RECOGNITION

A multiscale decomposition approach to detect abnormal vasculature in the optic disc

(2015) Carla Agurto et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Accurate Vessel Segmentation With Constrained B-Snake

(2015) Yuanzhi Cheng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Quantitative analysis of vascular parameters for micro-CT imaging of vascular networks with multi-resolution

(2015) Fengjun Zhao et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Joint 3-D vessel segmentation and centerline extraction using oblique Hough forests with steerable filters

(2015) Matthias Schneider et al.   MEDICAL IMAGE ANALYSIS

Sequential Monte Carlo tracking of the marginal artery by multiple cue fusion and random forest regression

(2015) Kevin M. Cherry et al.   MEDICAL IMAGE ANALYSIS

Automatic segmentation method for bone and blood vessel in murine hindlimb

(2015) Fengjun Zhao et al.   MEDICAL PHYSICS

Deep learning

(2015) Yann LeCun et al.   NATURE

Hierarchical retinal blood vessel segmentation based on feature and ensemble learning

(2015) Shuangling Wang et al.   NEUROCOMPUTING

Retinal Vessel Segmentation: An Efficient Graph Cut Approach with Retinex and Local Phase

(2015) Yitian Zhao et al.   PLoS One

A review of ultrasound common carotid artery image and video segmentation techniques

(2014) Christos P. Loizou   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Computerized analysis of coronary artery disease: Performance evaluation of segmentation and tracking of coronary arteries in CT angiograms

(2014) Chuan Zhou et al.   MEDICAL PHYSICS

Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification

(2014) Eysteinn Már Sigurðsson et al.   PATTERN RECOGNITION LETTERS

Three-dimensional vessel segmentation using a novel combinatory filter framework

(2014) Y Ding et al.   PHYSICS IN MEDICINE AND BIOLOGY

In vivoquantitative evaluation of vascular parameters for angiogenesis based on sparse principal component analysis and aggregated boosted trees

(2014) Fengjun Zhao et al.   PHYSICS IN MEDICINE AND BIOLOGY

Retina Verification System Based on Biometric Graph Matching

(2013) Seyed Mehdi Lajevardi et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

3-D Curvilinear Structure Detection Filter Via Structure-Ball Analysis

(2013) D. Rivest-Henault et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Automated Abdominal Multi-Organ Segmentation With Subject-Specific Atlas Generation

(2013) Robin Wolz et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Brain blood vessel segmentation using line-shaped profiles

(2013) Danilo Babin et al.   PHYSICS IN MEDICINE AND BIOLOGY

Delineation of blood vessels in pediatric retinal images using decision trees-based ensemble classification

(2013) Muhammad Moazam Fraz et al.   International Journal of Computer Assisted Radiology and Surgery

Blood vessel segmentation methodologies in retinal images – A survey

(2012) M.M. Fraz et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

An Ensemble Classification-Based Approach Applied to Retinal Blood Vessel Segmentation

(2012) Muhammad Moazam Fraz et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Local Energy Pattern for Texture Classification Using Self-Adaptive Quantization Thresholds

(2012) Jun Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multiscale Bi-Gaussian Filter for Adjacent Curvilinear Structures Detection With Application to Vasculature Images

(2012) Changyan Xiao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Accurate Coronary Centerline Extraction, Caliber Estimation, and Catheter Detection in Angiographies

(2012) A. Hernandez-Vela et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Vessel Tractography Using an Intensity Based Tensor Model With Branch Detection

(2012) Suheyla Cetin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

3D cerebrovascular segmentation combining fuzzy vessel enhancement and level-sets with anisotropic energy weights

(2012) Nils Daniel Forkert et al.   MAGNETIC RESONANCE IMAGING

Generalized pixel profiling and comparative segmentation with application to arteriovenous malformation segmentation

(2012) D. Babin et al.   MEDICAL IMAGE ANALYSIS

Filtering and segmentation of 3D angiographic data: Advances based on mathematical morphology

(2012) A. Dufour et al.   MEDICAL IMAGE ANALYSIS

An effective retinal blood vessel segmentation method using multi-scale line detection

(2012) Uyen T.V. Nguyen et al.   PATTERN RECOGNITION

Ultrasound intima–media segmentation using Hough transform and dual snake model

(2011) Xiangyang Xu et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

A Level Set Method for Image Segmentation in the Presence of Intensity Inhomogeneities With Application to MRI

(2011) Chunming Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Principal Curves for Lumen Center Extraction and Flow Channel Width Estimation in 3-D Arterial Networks: Theory, Algorithm, and Validation

(2011) W. C. K. Wong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Segmentation of retinal blood vessels using the radial projection and semi-supervised approach

(2011) Xinge You et al.   PATTERN RECOGNITION

A novel method for blood vessel detection from retinal images

(2010) Lili Xu et al.   Biomedical Engineering Online

3D segmentation of coronary arteries based on advanced mathematical morphology techniques

(2010) B. Bouraoui et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Retinal vessel extraction by matched filter with first-order derivative of Gaussian

(2010) Bob Zhang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Tubular Surface Segmentation for Extracting Anatomical Structures From Medical Imagery

(2010) Vandana Mohan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A New Supervised Method for Blood Vessel Segmentation in Retinal Images by Using Gray-Level and Moment Invariants-Based Features

(2010) D Marín et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Tubular Structure Segmentation Based on Minimal Path Method and Anisotropic Enhancement

(2010) Fethallah Benmansour et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Segmentation and reconstruction of vascular structures for 3D real-time simulation☆

(2010) Xunlei Wu et al.   MEDICAL IMAGE ANALYSIS

Mining data with random forests: A survey and results of new tests

(2010) A. Verikas et al.   PATTERN RECOGNITION

Liver Vessels Segmentation Using a Hybrid Geometrical Moments/Graph Cuts Method

(2009) S. Esneault et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Framework for Geometric Analysis of Vascular Structures: Application to Cerebral Aneurysms

(2009) M. Piccinelli et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Unsupervised Fuzzy Based Vessel Segmentation In Pathological Digital Fundus Images

(2009) Giri Babu Kande et al.   JOURNAL OF MEDICAL SYSTEMS

Fractal analysis of vascular networks: Insights from morphogenesis

(2009) Sylvie Lorthois et al.   JOURNAL OF THEORETICAL BIOLOGY

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

(2009) David Lesage et al.   MEDICAL IMAGE ANALYSIS

Segmentation of interwoven 3d tubular tree structures utilizing shape priors and graph cuts

(2009) Christian Bauer et al.   MEDICAL IMAGE ANALYSIS

A non-parametric vessel detection method for complex vascular structures

(2008) Xiaoning Qian et al.   MEDICAL IMAGE ANALYSIS