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Prof. Dr. Ir. Jef Vandemeulebroucke

ETRO Professor

Biography Research Publications
Publications by Prof. Dr. Ir. Jef Vandemeulebroucke

Click here for this list in IEEE format.

Journal Publications

2020

“Ventilation heterogeneity in smokers: role of unequal lung expansion and peripheral lung structure”, in Journal of Applied Physiology (Bethesda, Md. : 1985)

2019

“Four-dimensional CT as a valid approach to detect and quantify kinematic changes after selective ankle ligament sectioning”, in Scientific Reports - Nature

“Four-dimensional CT as a valid approach to detect and quantify kinematic changes after selective ankle ligament sectioning”, in Scientific Reports - Nature

“Multi-object tracking in MRI-guided radiotherapy using the tracking-learning-detection framework”, in Radiother Oncol

“Multi-atlas segmentation of the skeleton from whole-body MRI—Impact of iterative background masking”, in Magnetic Resonance in Medicine

2018

“Registration strategies for multi-modal whole-body MRI mosaicing”, in Magnetic Resonance in Medicine

“The long- and short-term variability of breathing induced tumor motion in lung and liver over the course of a radiotherapy treatment”, in Radiotherapy and Oncology

“Intrasubject multimodal groupwise registration with the conditional template entropy”, in Medical Image Analysis

“Can tumor coverage evaluated 24 h post-radiofrequency ablation predict local tumor progression of liver metastases?”, in International Journal of Computer Assisted Radiology and Surgery

“Evaluation of data balancing techniques. Application to CAD of lung nodules using the LUNA16 framework”, in Revista de Ingeniería Electrónica, Automática y Comunicaciones

“Predicting tumour motion during the whole radiotherapy treatment: a systematic approach for thoracic and abdominal lesions based on real time MR”, in Radiotherapy and Oncology

“Augmenting Microsoft's HoloLens with vuforia tracking for neuronavigation”, in Healthcare Technology Letters

2017

“Restoring Hip Biomechanics with Cemented Femoral Hip Implants, a 3D Templating Study”, in Journal of Bone and Joint Surgery. British Volume

2016

“Development and validation of an automated and marker-free CT-based spatial analysis method (CTSA) for assessment of femoral hip implant migration In vitro accuracy and precision comparable to that of radiostereometric analysis (RSA)”, in Acta Orthopaedica

“PCA-based groupwise image registration for quantitative MRI”, in Medical Image Analysis

“Local attenuation curve optimization framework for high quality perfusion maps in low-dose cerebral perfusion CT”, in Medical Physics

2015

“A comparison of two clinical correlation models used for real-time tumor tracking of semi-periodic motion: A focus on geometrical accuracy in lung and liver cancer patients”, in Radiotherapy and Oncology

“Dual-energy CT after radiofrequency ablation of liver, kidney, and lung lesions: a review of features”, in Insights Imaging

2014

“Predictive Value of Pattern Classification 24 Hours after Radiofrequency Ablation of Liver Metastases on CT and Positron Emission Tomography/CT”, in Journal of Vascular and Interventional Radiology

2013

“Is abdominal compression useful in lung stereotactic body radiation therapy? A 4DCT and dosimetric lobe-dependent study”, in Physica Medica

2012

“Automated segmentation of a motion mask to preserve sliding motion in deformable registration of thoracic CT”, in Med Phys

2011

“Evaluation of registration methods on thoracic CT: the EMPIRE10 challenge”, in IEEE Transactions on Medical Imaging

“Spatiotemporal motion estimation for respiratory-correlated imaging of the lungs”, in Med Phys

Conference Publications

2020

“Artificially augmenting data or adding more samples? A study on a 3D CNN for lung nodule classification”, in SPIE Medical Imaging 2020

“Evaluating several ways to combine handcrafted features-based system with a deep learning system using the LUNA16 Challenge framework”, in SPIE Medical Imaging 2020

“Automated threshold selection on whole-body 18F-FDG PET/CT for assessing tumor metabolic response”, in SPIE Medical Imaging 2020

“Contrast flow velocity quantification from time-resolved CT angiography: a phantom study”, in SPIE Medical Imaging 2020

“AUGMENTED REALITY ASSISTED NEUROSURGICAL DRAIN PLACEMENT (ARANED): TECHNICAL NOTE”

2018

“Automated Quantification of Blood Flow Velocity from Time-Resolved CT Angiography”, in Joint MICCAI-Workshop on Computing and Visualisation for Intravascular Imaging and Computer Assisted Stenting

2017

“Laplacian eigenmaps for multimodal groupwise image registration”, in SPIE

“Whole-body diffusion-weighted MR image stitching and alignment to anatomical MRI”, in SPIE

“Accurate Bolus Arrival Time Estimation using Piecewise Linear Model Fitting”, in SPIE

2016

“The pythagorean averages as group images in efficient groupwise registration”, in International Symposium on Biomedical Imaging 2016

“Registration Strategies for Whole-Body Diffusion-Weighted MRI Stitching”, in 18th International Conference on Medical Image Computing and Computer Assisted Intervention

2015

“Estimation of Hip Prosthesis Migration: A Study of Zero Migration”

2014

“In-room breathing motion estimation from limited projection views using a sliding deformation model”

2013

“Automated Estimation of Hip Prosthesis Migration: a Feasibility Study”, in Applications of Digital Image Processing XXXVI

Book Publications

2019

“Intensity Standardization of Skeleton in Follow-Up Whole-Body MRI”, in International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging

2013

“Nonparametric: Demons, Diffusion, and Viscous-Fluid Approaches”, in Image Processing in Radiation Therapy

“Intensity-Based Deformable Registration: Introduction and Overview”, in 4D Modeling and Estimation of Respiratory Motion for Radiation Therapy

Other Publications

2020

“Feasibility of virtual dual-energy imaging through deep learning for markerless tumour tracking”

2019

“Streamlining pre- and intra-hospital care for patients with severe trauma: a white paper from the European Critical Care Foundation”, in European Journal of Trauma and Emergency Surgery

“A rotating phantom to investigate motion artefacts in 4D-CT applications”

“Dynamic Ct For Musculoskeletal Applications: Evaluating Accuracy of The Image Registration Step”

“COMPARISON BETWEEN ORTHOSTATIC SQUAT AND HORIZONTAL SQUAT FOR VALIDATION OF A NOVEL DEVICE: sEMG OF THE LOWER LIMB”

“NOVEL DEVICE FOR LOWER LIMB WEIGHT-BEARING DYNAMIC CT: A 3D KNEE KINEMATIC ANALYSIS”

“ARTIFICIALLY AUGMENTING DATA OR ADDING MORE SAMPLES? A STUDY ON A 3D CNN FOR LUNG NODULE CLASSIFICATION”

“Evaluation of different resolution decomposition techniques and neural networks in virtual dual energy imaging”

“Comparison between orthostatic squat and horizontal squat for validation of a novel device: sEMG of the lower limb”, in book of abstracts International Society of Biomechanics

“Dynamic CT for musculoskeletal applications: evalauting accuracy of the image registration step”, in Book of abstract International society of Biomechanics

“validation of a novel device for lower limb weight-bearing dynamic CT: a 3D knee kinematic analysis”, in Book of abstracts congress International Society of Biomechanics

“CT imaging-based study of ventilation heterogeneity in smokers :the respective roles of unequal lung expansion and peripheral lung structure”, in European Respiratory Journal

2018

“Dynamic Computed Tomography (4D-CT) applied to the talocrural and subtalar joint: impact of lateral ligaments section on kinematics”

“Kinematic analysis of the talocrural and subtalar joint after lateral compartment’s ligaments resection: can motion changes be detected by 4D-CT acquisition?”

“COMPUTER-AIDED DETECTION OF LUNG NODULES USING MULTI-LEVEL CONTEXTUAL 3D CNNS”

“Dynamic Computed Tomography (4D-CT) applied to the talocrural and subtalar joint: impact of lateral ligaments section on kinematics”, in book of abstracts 8th World Conference of Biomechanics

“4D Computed Tomography as a reliable tool for intra-articular dynamic investigations: Talocrural and Subtalar joint kinematic analysis”, in Book of abstract 8th World conference of Biomechanics

“Quantification of blood velocity from time-resolved CT angiography on a 256-slice CT”, in ECR 2018 - BOOK OF ABSTRACTS

“4D-CT for Musculoskeletal applications: impact of scan protocol on image registration, motion estimation and radiation dose”

“Computer-Aided Detection of Lung Nodules using Multi-Level Contextual 3D CNNs”

“Real-time long-term multi-object tracking on cineMR using a tracking-learning-detection framework”, in Radiotherapy and Oncology

“ETROCAD: AN IMPROVED CAD SYSTEM FOR LUNG NODULES DETECTION”

2017

“Variability of breathing-induced tumor motion: 4DCT - a source of misguiding information”

2016

“Automated and Marker-Free CT-Based Spatial Analysis Method (CTSA) to Quantify Hip Stem Migration. Development and Validation”, in International Society for Technology in Arthroplasty (ISTA)

“Variability of breathing-induced tumor motion 4DCT - a source of misguiding information?”

2015

“MARKER-FREE AND AUTOMATED COMPUTER TOMOGRAPHY BASED SPATIAL ANALYSIS TOOL TO QUANTIFY HIP ARTHROPLASTY STEM MIGRATION. DEVELOPMENT AND VALIDATION”, in Hip International

“Pythagorean Mean Images for Efficient Groupwise Registration”

2013

“Non-rigid registration of planning and post-ablation CT images of the liver for assessing geometric ablation accuracy and predicting treatment outcome”, in Radiological Society of North America 2013 Scientific Assembly and Annual Meeting

“Validation of commercial deformable registration algorithms in a clinical environment using the POPI model”, in Radiotherapy and Oncology

“Verification of commercial deformable registration algorithms in a clinical environment using the POPI model”, in BHPA 2013 Symposium

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