Learning-based algorithms for vessel tracking: A review

Dense biased networks with deep priori anatomy and hard region adaptation: Semi-supervised learning for fine renal artery segmentation

(2020) Yuting He et al.   MEDICAL IMAGE ANALYSIS

Weakly-Supervised Vessel Detection in Ultra-Widefield Fundus Photography via Iterative Multi-Modal Registration and Learning

(2020) Li Ding et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A U-Net Deep Learning Framework for High Performance Vessel Segmentation in Patients With Cerebrovascular Disease

(2019) Michelle Livne et al.   Frontiers in Neuroscience

Joint segmentation and classification of retinal arteries/veins from fundus images

(2019) Fantin Girard et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Retinal blood vessel extraction employing effective image features and combination of supervised and unsupervised machine learning methods

(2019) Mahdi Hashemzadeh et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

DUNet: A deformable network for retinal vessel segmentation

(2019) Qiangguo Jin et al.   KNOWLEDGE-BASED SYSTEMS

VesselNet: A deep convolutional neural network with multi pathways for robust hepatic vessel segmentation

(2019) Titinunt Kitrungrotsakul et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

BTS-DSN: Deeply supervised neural network with short connections for retinal vessel segmentation

(2019) Song Guo et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

(2019) Zaiwang Gu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep vessel segmentation by learning graphical connectivity

(2019) Seung Yeon Shin et al.   MEDICAL IMAGE ANALYSIS

Liver vessel segmentation based on centerline constraint and intensity model

(2018) Ye-zhan Zeng et al.   Biomedical Signal Processing and Control

Segmentation of vessels in angiograms using convolutional neural networks

(2018) E. Nasr-Esfahani et al.   Biomedical Signal Processing and Control

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

(2018) Sara Moccia et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Joint Segment-level and Pixel-wise Losses for Deep Learning based Retinal Vessel Segmentation

(2018) Zengqiang Yan et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Pulmonary Artery-Vein Classification in CT Images Using Deep Learning

(2018) Pietro Nardelli et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

End-to-End Adversarial Retinal Image Synthesis

(2018) Pedro Costa et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multi-channel multi-scale fully convolutional network for 3D perivascular spaces segmentation in 7T MR images

(2018) Chunfeng Lian et al.   MEDICAL IMAGE ANALYSIS

Synthesizing retinal and neuronal images with generative adversarial nets

(2018) He Zhao et al.   MEDICAL IMAGE ANALYSIS

Maximization of regional probabilities using Optimal Surface Graphs: Application to carotid artery segmentation in MRI

(2018) Andres M. Arias Lorza et al.   MEDICAL PHYSICS

Retinal vessel segmentation of color fundus images using multiscale convolutional neural network with an improved cross-entropy loss function

(2018) Kai Hu et al.   NEUROCOMPUTING

Graph cut based automatic aorta segmentation with an adaptive smoothness constraint in 3D abdominal CT images

(2018) Xiang Deng et al.   NEUROCOMPUTING

Automatic Retinal Vessel Segmentation via Deeply Supervised and Smoothly Regularized Network

(2018) Yi Lin et al.   IEEE Access

Robust liver vessel extraction using 3D U-Net with variant dice loss function

(2018) Qing Huang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Multichannel Fully Convolutional Network for Coronary Artery Segmentation in X-Ray Angiograms

(2018) Jingfan Fan et al.   IEEE Access

Mapping Functions Driven Robust Retinal Vessel Segmentation via Training Patches

(2018) Haiying Xia et al.   IEEE Access

A novel retinal vessel detection approach based on multiple deep convolution neural networks

(2018) Yanhui Guo et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Improvement of fully automated airway segmentation on volumetric computed tomographic images using a 2.5 dimensional convolutional neural net

(2018) Jihye Yun et al.   MEDICAL IMAGE ANALYSIS

Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier

(2018) Jelmer M. Wolterink et al.   MEDICAL IMAGE ANALYSIS

A review of retinal blood vessels extraction techniques: challenges, taxonomy, and future trends

(2018) Khan Bahadar Khan et al.   PATTERN ANALYSIS AND APPLICATIONS

A recursive Bayesian approach to describe retinal vasculature geometry

(2018) Fatmatülzehra Uslu et al.   PATTERN RECOGNITION

A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT Angiography

(2018) Majd Zreik et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Structured Learning for 3-D Perivascular Space Segmentation Using Vascular Features

(2017) Jun Zhang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Discriminatively Trained Fully Connected Conditional Random Field Model for Blood Vessel Segmentation in Fundus Images

(2017) Jose Ignacio Orlando et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Segment 2D and 3D Filaments by Learning Structured and Contextual Features

(2017) Lin Gu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Hepatic vessel segmentation using variational level set combined with non-local robust statistics

(2017) Siyu Lu et al.   MAGNETIC RESONANCE IMAGING

Automatic segmentation of the lumen region in intravascular images of the coronary artery

(2017) Danilo Samuel Jodas et al.   MEDICAL IMAGE ANALYSIS

Blood vessel modeling for interactive simulation of interventional neuroradiology procedures

(2017) E. Kerrien et al.   MEDICAL IMAGE ANALYSIS

Improving airway segmentation in computed tomography using leak detection with convolutional networks

(2017) Jean-Paul Charbonnier et al.   MEDICAL IMAGE ANALYSIS

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

(2017) Fengjun Zhao et al.   MULTIMEDIA SYSTEMS

Retinal vessel delineation using a brain-inspired wavelet transform and random forest

(2017) Jiong Zhang et al.   PATTERN RECOGNITION

Multi-level deep supervised networks for retinal vessel segmentation

(2017) Juan Mo et al.   International Journal of Computer Assisted Radiology and Surgery

Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network

(2017) Jen Hong Tan et al.   Journal of Computational Science

Simulation of MR angiography imaging for validation of cerebral arteries segmentation algorithms

(2016) Artur Klepaczko et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Adaptive particle filtering for coronary artery segmentation from 3D CT angiograms

(2016) David Lesage et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

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

Reconstructing Curvilinear Networks Using Path Classifiers and Integer Programming

(2016) Engin Turetken et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Supervised method for blood vessel segmentation from coronary angiogram images using 7-D feature vector

(2016) S. A. Khowaja et al.   IMAGING SCIENCE JOURNAL

Vessel segmentation from abdominal magnetic resonance images: adaptive and reconstructive approach

(2016) Evgin Goceri et al.   International Journal for Numerical Methods in Biomedical Engineering

Reconstruction of coronary arteries from X-ray angiography: A review

(2016) Serkan Çimen et al.   MEDICAL IMAGE ANALYSIS

Retinal vessel extraction using Lattice Neural Networks with dendritic processing

(2015) Roberto Vega et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Learning Separable Filters

(2015) Amos Sironi et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automated generation of directed graphs from vascular segmentations

(2015) Brian E. Chapman et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Reconstructing cerebrovascular networks under local physiological constraints by integer programming

(2015) Markus Rempfler et al.   MEDICAL IMAGE ANALYSIS

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

(2015) Matthias Schneider et al.   MEDICAL IMAGE ANALYSIS

Gradient-based enhancement of tubular structures in medical images

(2015) Rodrigo Moreno 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

Lead curve detection in drawings with complex cross-points

(2015) Jia Chen et al.   NEUROCOMPUTING

Hierarchical retinal blood vessel segmentation based on feature and ensemble learning

(2015) Shuangling Wang et al.   NEUROCOMPUTING

Retinal Vessel Segmentation: A Comparative Study of Fuzzy C-Means and Sum Entropy Information on Phase Congruency

(2015) Temitope Mapayi et al.   International Journal of Advanced Robotic Systems

Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study

(2014) Rina D. Rudyanto et al.   MEDICAL IMAGE ANALYSIS

Retinal vessel segmentation by improved matched filtering: evaluation on a new high-resolution fundus image database

(2013) Jan Odstrcilik et al.   IET Image Processing

Accurate estimation of retinal vessel width using bagged decision trees and an extended multiresolution Hermite model

(2013) Carmen Alina Lupaşcu et al.   MEDICAL IMAGE ANALYSIS

Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography

(2013) H.A. Kirişli et al.   MEDICAL IMAGE ANALYSIS

Blood vessel segmentation methodologies in retinal images – A survey

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

Retinal Vascular Tree Reconstruction With Anatomical Realism

(2012) Kai-Shun Lin et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Automated Delineation of Calcified Vessels in Mammography by Tracking With Uncertainty and Graphical Linking Techniques

(2012) Jie-Zhi Cheng et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT for Transcatheter Aortic Valve Implantation

(2012) Yefeng Zheng et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Trainable COSFIRE Filters for Keypoint Detection and Pattern Recognition

(2012) George Azzopardi et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automated landmarking and geometric characterization of the carotid siphon

(2012) Hrvoje Bogunović et al.   MEDICAL IMAGE ANALYSIS

An approach to localize the retinal blood vessels using bit planes and centerline detection

(2011) M.M. Fraz et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Robust Shape Regression for Supervised Vessel Segmentation and its Application to Coronary Segmentation in CTA

(2011) M. Schaap et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading

(2011) K. Hameeteman et al.   MEDICAL IMAGE ANALYSIS

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

(2011) Xinge You et al.   PATTERN RECOGNITION

FABC: Retinal Vessel Segmentation Using AdaBoost

(2010) C A Lupascu et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Segmentation of the Outer Vessel Wall of the Common Carotid Artery in CTA

(2009) D. Vukadinovic 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

Standardized evaluation methodology and reference database for evaluating coronary artery centerline extraction algorithms

(2009) Michiel Schaap et al.   MEDICAL IMAGE ANALYSIS

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

(2009) David Lesage et al.   MEDICAL IMAGE ANALYSIS