Theo van Walsum

Orcid: 0000-0001-8257-7759

According to our database1, Theo van Walsum authored at least 123 papers between 1991 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Label refinement network from synthetic error augmentation for medical image segmentation.
Medical Image Anal., 2025

2024
3D magnetic seed localization for augmented reality in surgery.
Int. J. Comput. Assist. Radiol. Surg., April, 2024

Automated image registration of cerebral digital subtraction angiography.
Int. J. Comput. Assist. Radiol. Surg., January, 2024

CMAN: Cascaded Multi-scale Spatial Channel Attention-guided Network for large 3D deformable registration of liver CT images.
Medical Image Anal., 2024

An automated framework for brain vessel centerline extraction from CTA images.
CoRR, 2024

CAVE: Cerebral artery-vein segmentation in digital subtraction angiography.
Comput. Medical Imaging Graph., 2024

2023
Retinal OCT speckle as a biomarker for glaucoma diagnosis and staging.
Comput. Medical Imaging Graph., September, 2023

Quantification of liver-Lung shunt fraction on 3D SPECT/CT images for selective internal radiation therapy of liver cancer using CNN-based segmentations and non-rigid registration.
Comput. Methods Programs Biomed., May, 2023

Evaluation of AR visualization approaches for catheter insertion into the ventricle cavity.
IEEE Trans. Vis. Comput. Graph., 2023

Deep reinforcement learning for cerebral anterior vessel tree extraction from 3D CTA images.
Medical Image Anal., 2023

Multi-view Contour-constrained Transformer Network for Thin-cap Fibroatheroma Identification.
Neurocomputing, 2023

Comparison of different retinal regions-of-interest imaged by OCT for the classification of intermediate AMD.
CoRR, 2023

AngioMoCo: Learning-Based Motion Correction in Cerebral Digital Subtraction Angiography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Fiducial markers detection trained exclusively on synthetic data for image-to-patient alignment in HMD-based surgical navigation.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2023

2022
Multimodal markers for technology-independent integration of augmented reality devices and surgical navigation systems.
Virtual Real., 2022

Spatio-temporal deep learning for automatic detection of intracranial vessel perforation in digital subtraction angiography during endovascular thrombectomy.
Medical Image Anal., 2022

Automatic scan range for dose-reduced multiphase CT imaging of the liver utilizing CNNs and Gaussian models.
Medical Image Anal., 2022

Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review.
Comput. Methods Programs Biomed., 2022

Augmented reality navigation for minimally invasive craniosynostosis surgery: a phantom study.
Int. J. Comput. Assist. Radiol. Surg., 2022

Motion correction in retinal optical coherence tomography imaging using deep learning registration.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Evaluation of marker tracking using mono and stereo vision in Microsoft HoloLens for surgical navigation.
Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

Automatic artery/vein classification in 2D-DSA images of stroke patients.
Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

2021
Virtual extensions improve perception-based instrument alignment using optical see-through devices.
IEEE Trans. Vis. Comput. Graph., 2021

autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients.
IEEE Trans. Medical Imaging, 2021

AR-Assisted Craniotomy Planning for Tumour Resection.
Proceedings of the VCBM 2021: 11th Eurographics Workshop on Visual Computing for Biology and Medicine, 2021

2020
Automatic Collateral Scoring From 3D CTA Images.
IEEE Trans. Medical Imaging, 2020

Dynamic coronary roadmapping via catheter tip tracking in X-ray fluoroscopy with deep learning based Bayesian filtering.
Medical Image Anal., 2020

Transformation optimization and image blending for 3D liver ultrasound series stitching.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Deep learning-based retinal vessel segmentation with cross-modal evaluation.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

2019
Automated Quantification of Bileaflet Mechanical Heart Valve Leaflet Angles in CT Images.
IEEE Trans. Medical Imaging, 2019

Multiple-correlation similarity for block-matching based fast CT to ultrasound registration in liver interventions.
Medical Image Anal., 2019

Automatic needle detection and real-time Bi-planar needle visualization during 3D ultrasound scanning of the liver.
Medical Image Anal., 2019

Healthy Vessel Wall Detection Using U-Net in Optical Coherence Tomography.
Proceedings of the Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting, 2019

An Evaluation of CNN-based Liver Segmentation Methods using Multi-types of CT Abdominal Images from Multiple Medical Centers.
Proceedings of the 19th International Symposium on Communications and Information Technologies, 2019

2018
Registration Evaluation by De-enhancing CT Images.
Proceedings of the Biomedical Image Registration - 8th International Workshop, 2018

Vessel layer separation in x-ray angiograms with fully convolutional network.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Towards Robust CT-Ultrasound Registration Using Deep Learning Methods.
Proceedings of the Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018

Layer Separation in X-ray Angiograms for Vessel Enhancement with Fully Convolutional Network.
Proceedings of the Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2018

Impact of Enhancement Featureson Image Registration for Liver Cancer Interventions Using CT Images.
Proceedings of the 12th International Symposium on Medical Information and Communication Technology, 2018

2017
Ultrasound Aided Vertebral Level Localization for Lumbar Surgery.
IEEE Trans. Medical Imaging, 2017

A Hidden Markov Model for 3D Catheter Tip Tracking With 2D X-ray Catheterization Sequence and 3D Rotational Angiography.
IEEE Trans. Medical Imaging, 2017

Automatic online layer separation for vessel enhancement in X-ray angiograms for percutaneous coronary interventions.
Medical Image Anal., 2017

Contour segmentation of the intima, media, and adventitia layers in intracoronary OCT images: application to fully automatic detection of healthy wall regions.
Int. J. Comput. Assist. Radiol. Surg., 2017

Needle tip visibility in 3D ultrasound images.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Fast Prospective Detection of Contrast Inflow in X-ray Angiograms with Convolutional Neural Network and Recurrent Neural Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Fully Automatic and Real-Time Catheter Segmentation in X-Ray Fluoroscopy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Cortical and vascular probability maps for analysis of human brain in computed tomography images.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
4D Ultrasound Tracking of Liver and its Verification for TIPS Guidance.
IEEE Trans. Medical Imaging, 2016

Fusion of fibrous cap thickness and wall shear stress to assess plaque vulnerability in coronary arteries: a pilot study.
Int. J. Comput. Assist. Radiol. Surg., 2016

Semi-automated registration of pre- and intra-operative liver CT for image-guided interventions.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Machine Learning Based Bone Segmentation in Ultrasound.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2016

2015
Fast and robust 3D ultrasound registration - Block and game theoretic matching.
Medical Image Anal., 2015

Quantification of fibrous cap thickness in intracoronary optical coherence tomography with a contour segmentation method based on dynamic programming.
Int. J. Comput. Assist. Radiol. Surg., 2015

Semi-automatic MRI segmentation and volume quantification of intra-plaque hemorrhage.
Int. J. Comput. Assist. Radiol. Surg., 2015

PCA-derived respiratory motion surrogates from X-ray angiograms for percutaneous coronary interventions.
Int. J. Comput. Assist. Radiol. Surg., 2015

Continuous roadmapping in liver TACE procedures using 2D-3D catheter-based registration.
Int. J. Comput. Assist. Radiol. Surg., 2015

Layer Separation for Vessel Enhancement in Interventional X-ray Angiograms Using Morphological Filtering and Robust PCA.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2015

3D Catheter Tip Tracking in 2D X-Ray Image Sequences Using a Hidden Markov Model and 3D Rotational Angiography.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2015

2014
Oriented Gaussian Mixture Models for Nonrigid 2D/3D Coronary Artery Registration.
IEEE Trans. Medical Imaging, 2014

4D Liver Ultrasound Registration.
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014

Semi-automated Quantification of Fibrous Cap Thickness in Intracoronary Optical Coherence Tomography.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014

2D/3D Catheter-Based Registration for Image Guidance in TACE of Liver Tumors.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014

2013
Registration of 3D+t Coronary CTA and Monoplane 2D+t X-Ray Angiography.
IEEE Trans. Medical Imaging, 2013

Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography.
Medical Image Anal., 2013

Automatic carotid artery distensibility measurements from CTA using nonrigid registration.
Medical Image Anal., 2013

Statistical coronary motion models for 2D + t/3D registration of X-ray coronary angiography and CTA.
Medical Image Anal., 2013

Segmentation of 3D Transesophageal Echocardiograms by Multi-cavity Active Shape Model and Gamma Mixture Model.
Proceedings of the Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions, 2013

2012
Regression-Based Cardiac Motion Prediction From Single-Phase CTA.
IEEE Trans. Medical Imaging, 2012

Statistical Shape Model-Based Femur Kinematics From Biplane Fluoroscopy.
IEEE Trans. Medical Imaging, 2012

Semiautomatic carotid lumen segmentation for quantification of lumen geometry in multispectral MRI.
Medical Image Anal., 2012

Comprehensive visualization of multimodal cardiac imaging data for assessment of coronary artery disease: first clinical results of the SMARTVis tool.
Int. J. Comput. Assist. Radiol. Surg., 2012

Evaluation of Diffusion Filters for 3D CTA Liver Vessel Enhancement.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012

Lumen segmentation of atherosclerotic carotid arteries in CTA.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Automatic detection of calcified lesions in the descending aorta using contrast enhanced CT scans.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Hyperthermia critical tissues automatic segmentation of head and neck CT images using atlas registration and graph cuts.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

3D LBP-Based Rotationally Invariant Region Description.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011
Robust Shape Regression for Supervised Vessel Segmentation and its Application to Coronary Segmentation in CTA.
IEEE Trans. Medical Imaging, 2011

Nonrigid registration of dynamic medical imaging data using nD + t B-splines and a groupwise optimization approach.
Medical Image Anal., 2011

Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading.
Medical Image Anal., 2011

2D-3D shape reconstruction of the distal femur from stereo X-ray imaging using statistical shape models.
Medical Image Anal., 2011

Region based level set segmentation of the outer wall of the carotid bifurcation in CTA.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Multispectral MRI centerline tracking in carotid arteries.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

A patient-specific visualization tool for comprehensive analysis of coronary CTA and perfusion MRI data.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Alignment of 4D Coronary CTA with Monoplane X-ray Angiography.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2011

2010
Segmentation of the Outer Vessel Wall of the Common Carotid Artery in CTA.
IEEE Trans. Medical Imaging, 2010

Fully automatic cardiac segmentation from 3D CTA data: a multi-atlas based approach.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Correspondence free 3D statistical shape model fitting to sparse x-ray projections.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

A Semi-automatic Method for Segmentation of the Carotid Bifurcation and Bifurcation Angle Quantification on Black Blood MRA.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Conditional Shape Models for Cardiac Motion Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

A patient-specific coronary density estimate.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Automated carotid artery distensibility measurements from CTA using nonrigid registration.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Standardized evaluation methodology and reference database for evaluating coronary artery centerline extraction algorithms.
Medical Image Anal., 2009

Patient Specific 4D Coronary Models from ECG-gated CTA Data for Intra-operative Dynamic Alignment of CTA with X-ray Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Carotid Artery Segmentation and Plaque Quantification in CTA.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

GPU Accelerated Alignment of 3-D CTA with 2-D X-Ray Data for Improved Guidance in Coronary Interventions.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Coronary Lumen Segmentation Using Graph Cuts and Robust Kernel Regression.
Proceedings of the Information Processing in Medical Imaging, 2009

2008
AdaBoost classification for model-based segmentation of the outer wall of the common carotid artery in CTA.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Averaging Centerlines: Mean Shift on Paths.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2007
Bayesian Tracking of Tubular Structures and Its Application to Carotid Arteries in CTA.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

3d X-Ray Image Guidance in Interventional Radiology.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Semi-Automatic Coronary Artery Centerline Extraction in Computed Tomography Angiography Data.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Bayesian Tracking of Elongated Structures in 3D Images.
Proceedings of the Information Processing in Medical Imaging, 2007

2006
Accuracy evaluation of direct navigation with an isocentric 3D rotational X-ray system.
Medical Image Anal., 2006

2005
Guide wire reconstruction and visualization in 3DRA using monoplane fluoroscopic imaging.
IEEE Trans. Medical Imaging, 2005

Standardized evaluation methodology for 2-D-3-D registration.
IEEE Trans. Medical Imaging, 2005

Multispectral MR to X-Ray Registration of Vertebral Bodies by Generating CT-Like Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

2004
3D guide wire tracking for navigation in endovascular interventions.
Proceedings of the Medical Imaging 2004: Visualization, 2004

Accuracy of Navigation on 3DRX Data Acquired with a Mobile Propeller C-Arm.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Standardized Evaluation of 2D-3D Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Precalibration Versus 2D-3D Registration for 3D Guide Wire Display in Endovascular Interventions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

2003
3D Guide Wire Reconstruction from Biplane Image Sequence for Integrated Display fin 3D Vasculature.
IEEE Trans. Medical Imaging, 2003

Noninvasive MR to 3D Rotational x-ray registration of vetebral bodies.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Three-dimensional guide wire visualization from 3DRA using monoplane fluoroscopic imaging.
Proceedings of the Medical Imaging 2003: Visualization, 2003

1999
Model-Based Quantitation of 3D Magnetic Resonance Angiographic Images.
IEEE Trans. Medical Imaging, 1999

Global, geometric, and feature-based techniques for vector field visualization.
Future Gener. Comput. Syst., 1999

Quantitation of Vessel Morphology from 3D MRA.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

1997
CT-based simulation of fluoroscopy and DSA for endovascular surgery training.
Proceedings of the CVRMed-MRCAS'97, 1997

1996
Feature Extraction and Iconic Visualization.
IEEE Trans. Vis. Comput. Graph., 1996

1995
Iconic Techniques for Feature Visualization.
Proceedings of the 6th IEEE Visualization Conference, 1995

1994
Selective Visualization of Vector Fields.
Comput. Graph. Forum, 1994

Particle Tracing Algorithms for 3D Curvilinear Grids.
Proceedings of the Scientific Visualization, 1994

1991
Refinement criteria for adaptive stochastic ray tracing of textures.
Proceedings of the 12th European Computer Graphics Conference and Exhibition, 1991

Fluid Flow Visualization.
Proceedings of the Focus on Scientific Visualization, 1991


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