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Journal Publications

2020

S. Verbanck, M. Polfliet, D. Schuermans, B. Ilsen, J. De Mey, E. Vanderhelst and J. Vandemeulebroucke, “Ventilation heterogeneity in smokers: role of unequal lung expansion and peripheral lung structure,” Journal of Applied Physiology (Bethesda, Md. : 1985), vol. 129, no. 3, pp. 583-590, Sep. 2020.

2019

J. Ceranka, M. Kvasnytsia, F. Lecouvet, N. Michoux, J. De Mey, H. Raeymaekers, T. Metens and J. Vandemeulebroucke, “Multi-atlas segmentation of the skeleton from whole-body MRI—Impact of iterative background masking,” Magnetic Resonance in Medicine, vol. 83, no. 5, pp. 1851-1862, Oct. 2019.

J. Dhont, J. Vandemeulebroucke, D. Cusumano, L. Boldrini, F. Cellini, V. Valentini and D. Verellen, “Multi-object tracking in MRI-guided radiotherapy using the tracking-learning-detection framework,” Radiother Oncol, vol. 138, pp. 25-29, 2019.

L. Buzzatti, B. Keelson, J. Apperloo, T. Scheerlinck, J. Baeyens, G. Van Gompel, J. Vandemeulebroucke, M. De Maeseneer, J. De Mey, N. Buls and E. Cattrysse, “Four-dimensional CT as a valid approach to detect and quantify kinematic changes after selective ankle ligament sectioning,” Scientific Reports - Nature, vol. 9, no. 1, pp. 1291-1300, Feb. 2019.

L. Buzzatti, B. Keelson, J. Apperloo, T. Scheerlinck, J. Baeyens, G. Van Gompel, J. Vandemeulebroucke, M. De Maeseneer, J. De Mey, N. Buls and E. Cattrysse, “Four-dimensional CT as a valid approach to detect and quantify kinematic changes after selective ankle ligament sectioning,” Scientific Reports - Nature, vol. 9, no. 1, pp. 9, Feb. 2019.

2018

J. Ceranka, M. Polfliet, F. Lecouvet, N. Michoux, J. De Mey and J. Vandemeulebroucke, “Registration strategies for multi-modal whole-body MRI mosaicing,” Magnetic Resonance in Medicine, vol. 79, no. 3, pp. 1684–1695, Mar. 2018.

T. Frantz, B. Jansen, J. Duerinck and J. Vandemeulebroucke, “Augmenting Microsoft's HoloLens with vuforia tracking for neuronavigation,” Healthcare Technology Letters, vol. 5, no. 5, pp. 221-225, Oct. 2018.

A. Sóñora, E. Papavasileiou, J. Carlos Garcia Naranjo, B. Jansen and J. Vandemeulebroucke, “Evaluation of data balancing techniques. Application to CAD of lung nodules using the LUNA16 framework,” Revista de Ingeniería Electrónica, Automática y Comunicaciones, vol. 39, no. 3, pp. 57-67, Oct. 2018.

D. Cusumano, J. Dhont, L. Boldrini, G. Chiloiro, S. Teodoli, M. Massaccesi, B. Fionda, F. Cellini, L. Azario, J. Vandemeulebroucke, M. De Spirito, V. Valentini and D. Verellen, “Predicting tumour motion during the whole radiotherapy treatment: a systematic approach for thoracic and abdominal lesions based on real time MR,” Radiotherapy and Oncology, vol. 129, no. 3, pp. 456-462, Dec. 2018.

F. Vandenbroucke, J. Vandemeulebroucke, N. Buls, R. F Thoeni and J. De Mey, “Can tumor coverage evaluated 24 h post-radiofrequency ablation predict local tumor progression of liver metastases?,” International Journal of Computer Assisted Radiology and Surgery, vol. 13, no. 12, pp. 1981–1989, Dec. 2018.

J. Dhont, J. Vandemeulebroucke, N. Manuela Burghelea, K. Poels, T. Depuydt, R. Van Den Begin, C. Jaudet, C. Collen, B. Engels, T. Reynders, M. Boussaer, T. Gevaert, M. De Ridder and D. Verellen, “The long- and short-term variability of breathing induced tumor motion in lung and liver over the course of a radiotherapy treatment,” Radiotherapy and Oncology, vol. 126, no. 2, pp. 339-346, Feb. 2018.

M. Polfliet, S. Klein, W. Huizinga, M. M. Paulides, W. J. Niessen and J. Vandemeulebroucke, “Intrasubject multimodal groupwise registration with the conditional template entropy,” Medical Image Analysis, vol. 46, pp. 15-25, May. 2018.

2017

E. De Winter, S. Kolk, G. Van Gompel, J. Vandemeulebroucke and T. Scheerlinck, “Restoring Hip Biomechanics with Cemented Femoral Hip Implants, a 3D Templating Study,” Journal of Bone and Joint Surgery. British Volume, vol. 99-B, no. 4, pp. 79-79, 2017.

2016

T. Scheerlinck, M. Polfliet, R. Deklerck, G. Van Gompel, N. Buls and J. Vandemeulebroucke, “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),” Acta Orthopaedica, vol. 87, no. 2, pp. 139-145, Apr. 2016.

V. Van Nieuwenhove, G. Van Eyndhoven, K. Joost Batenburg, N. Buls, J. Vandemeulebroucke, J. De Beenhouwer and J. Sijbers, “Local attenuation curve optimization framework for high quality perfusion maps in low-dose cerebral perfusion CT,” Medical Physics, vol. 43, no. 12, pp. 6429-6438, Dec. 2016.

W. Huizinga, D. H J Poot, J. Guyader, R. Klaassen, B. F Coolen, M. van Kranenburg, R. J M van Geuns, A. Uitterdijk, M. Polfliet, J. Vandemeulebroucke, W. J Niessen and S. Klein, “PCA-based groupwise image registration for quantitative MRI,” Medical Image Analysis, vol. 29, pp. 65-78, Apr. 2016.

2015

F. Vandenbroucke, S. Van Hedent, G. Van Gompel, N. Buls, G. Craggs, J. Vandemeulebroucke, P. R Ros and J. De Mey, “Dual-energy CT after radiofrequency ablation of liver, kidney, and lung lesions: a review of features,” Insights Imaging, vol. 6, no. 3, pp. 363-379, Jun. 2015.

K. Poels, J. Dhont, D. Verellen, O. Blanck, F. Ernst, J. Vandemeulebroucke, T. Depuydt, G. Storme and M. De Ridder, “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,” Radiotherapy and Oncology, vol. 115, no. 3, pp. 419-424, Jun. 2015.

2014

F. Vandenbroucke, J. Vandemeulebroucke, B. Ilsen, D. Erwin Verdries, D. Belsack, H. Everaert, N. Buls, P. Ros and J. De Mey, “Predictive Value of Pattern Classification 24 Hours after Radiofrequency Ablation of Liver Metastases on CT and Positron Emission Tomography/CT,” Journal of Vascular and Interventional Radiology, vol. 25, no. 8, pp. 1240-1249, Aug. 2014.

2013

G. Bouilhol, M. Ayadi, S. Rit, S. Thengumpallil, J. Schaerer, J. Vandemeulebroucke, L. Claude and D. Sarrut, “Is abdominal compression useful in lung stereotactic body radiation therapy? A 4DCT and dosimetric lobe-dependent study,” Physica Medica, vol. 29, pp. 333-340, Jun. 2013.

2012

J. Vandemeulebroucke, O. Bernard, S. Rit, J. Kybic, P. Clarysse and D. Sarrut, “Automated segmentation of a motion mask to preserve sliding motion in deformable registration of thoracic CT,” Med Phys, vol. 39, no. 2, pp. 1006-1015, Feb. 2012.

2011

J. Vandemeulebroucke, K. Murphy, B. van Ginneken, J. M Reinhardt, S. Kabus, K. Ding, X. Deng, K. Cao, K. Du, G. E Christensen, V. Garcia, T. Vercauteren, N. Ayache, O. Commowick, G. Malandain, B. Glocker, N. Paragios, N. Navab, V. Gorbunova, J. Sporring, M. de Bruijne, X. Han, M. P Heinrich, J. A Schnabel, M. Jenkinson, C. Lorenz, M. Modat, J. R McClelland, S. Ourselin, S. E A Muenzing, M. A Viergever, D. De Nigris, D. Louis Collins, T. Arbel, M. Peroni, R. Li, G. C Sharp, A. Schmidt-Richberg, J. Ehrhardt, R. Werner, D. Smeets, D. Loeckx, G. Song, N. Tustison, B. Avants, J. C Gee, M. Staring, S. Klein, B. C Stoel, M. Urschler, M. Werlberger, S. Rit, D. Sarrut and J. P W Pluim, “Evaluation of registration methods on thoracic CT: the EMPIRE10 challenge,” IEEE Transactions on Medical Imaging, vol. 30, no. 11, pp. 1901-1920, Nov. 2011.

J. Vandemeulebroucke, S. Rit, J. Kybic, P. Clarysse and D. Sarrut, “Spatiotemporal motion estimation for respiratory-correlated imaging of the lungs,” Med Phys, vol. 38, no. 1, pp. 166-178, Jan. 2011.

Conference Publications

2020

I. Dirks, M. Keyaerts, B. Neyns and J. Vandemeulebroucke, “Automated threshold selection on whole-body 18F-FDG PET/CT for assessing tumor metabolic response,” in SPIE Medical Imaging 2020, Mar. 2020, pp. 7.

P. Gonidakis, B. Jansen and J. Vandemeulebroucke, “Artificially augmenting data or adding more samples? A study on a 3D CNN for lung nodule classification,” in SPIE Medical Imaging 2020, Mar. 2020, pp. 6.

A. Sóñora, P. Gonidakis, B. Jansen, J. Carlos Garcia Naranjo and J. Vandemeulebroucke, “Evaluating several ways to combine handcrafted features-based system with a deep learning system using the LUNA16 Challenge framework,” in SPIE Medical Imaging 2020, Mar. 2020, pp. 7.

F. Van Gestel, T. Frantz, M. Hussain Soomro, S. Elprama, A. Jacobs, J. Vandemeulebroucke, B. Jansen, T. Scheerlinck and J. Duerinck, “AUGMENTED REALITY ASSISTED NEUROSURGICAL DRAIN PLACEMENT (ARANED): TECHNICAL NOTE,”, Mar. 2020.

P. Boonen, N. Buls, G. Van Gompel, Y. De Brucker, D. Aerden, L. Tim, J. De Mey and J. Vandemeulebroucke, “Contrast flow velocity quantification from time-resolved CT angiography: a phantom study,” in SPIE Medical Imaging 2020, Mar. 2020.

2018

P. Boonen, N. Buls, G. Van Gompel, Y. De Brucker, D. Aerden, J. De Mey and J. Vandemeulebroucke, “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, Springer International Publishing AG, Jan. 2018, pp. 8.

2017

J. Ceranka, M. Polfliet, F. Lecouvet, N. Michoux and J. Vandemeulebroucke, “Whole-body diffusion-weighted MR image stitching and alignment to anatomical MRI,” in SPIE, SPIE, Feb. 2017.

E. Abdou, J. De Mey, M. De Ridder and J. Vandemeulebroucke, “Accurate Bolus Arrival Time Estimation using Piecewise Linear Model Fitting,” in SPIE, 2017, pp. 6.

M. Polfliet, S. Klein, W. J. Niessen and J. Vandemeulebroucke, “Laplacian eigenmaps for multimodal groupwise image registration,” in SPIE, Feb. 2017, pp. 7.

2016

J. Ceranka, M. Polfliet, F. Lecouvet, N. Michoux, J. De Mey and J. Vandemeulebroucke, “Registration Strategies for Whole-Body Diffusion-Weighted MRI Stitching,” in 18th International Conference on Medical Image Computing and Computer Assisted Intervention, Springer International Publishing, May. 2016.

M. Polfliet, S. Klein, W. Huizinga, J. De Mey and J. Vandemeulebroucke, “The pythagorean averages as group images in efficient groupwise registration,” in International Symposium on Biomedical Imaging 2016, Jul. 2016, pp. 4.

2015

M. Polfliet, J. Vandemeulebroucke, G. Van Gompel, N. Buls, R. Deklerck and T. Scheerlinck, “Estimation of Hip Prosthesis Migration: A Study of Zero Migration,”, 2015, pp. 126-129.

2014

V. Delmon, J. Vandemeulebroucke, R. Pinho, M. Vila Oliva, D. Sarrut and S. Rit, “In-room breathing motion estimation from limited projection views using a sliding deformation model,”, 2014, pp. 5.

2013

J. Vandemeulebroucke, R. Deklerck, F. Temmermans, G. Van Gompel, N. Buls, T. Scheerlinck and J. De Mey, “Automated Estimation of Hip Prosthesis Migration: a Feasibility Study,” in Applications of Digital Image Processing XXXVI, SPIE, 2013, pp. 8.

Book Publications

2019

J. Ceranka, F. Lecouvet, T. Metens, J. De Mey and J. Vandemeulebroucke, “Intensity Standardization of Skeleton in Follow-Up Whole-Body MRI,” in International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, Springer, Mar. 2019.

2013

D. Sarrut and J. Vandemeulebroucke, “Nonparametric: Demons, Diffusion, and Viscous-Fluid Approaches,” in Image Processing in Radiation Therapy, CRC Press, Aug. 2013.

D. Sarrut, J. Vandemeulebroucke and S. Rit, “Intensity-Based Deformable Registration: Introduction and Overview,” in 4D Modeling and Estimation of Respiratory Motion for Radiation Therapy, Springer, 2013, pp. 22.

Other Publications

2020

S. Amador Sanchez, J. Dhont, M. Malbrain, J. De Mey and J. Vandemeulebroucke, “Feasibility of virtual dual-energy imaging through deep learning for markerless tumour tracking,”, Jul. 2020.

2019

B. Keelson, L. Buzzatti, T. Scheerlinck, E. Cattrysse, M. De Maeseneer, G. Van Gompel, J. Vandemeulebroucke, N. Buls and J. De Mey, “A rotating phantom to investigate motion artefacts in 4D-CT applications,”, 2019.

B. Keelson, L. Buzzatti, T. Scheerlinck, J. Baeyens, G. Van Gompel, M. De Maeseneer, J. De Mey, E. Cattrysse, J. Vandemeulebroucke and N. Buls, “Dynamic CT for musculoskeletal applications: evalauting accuracy of the image registration step,” in Book of abstract International society of Biomechanics, 2019.

B. Keelson, L. Buzzatti, T. Scheerlinck, J. Baeyens, M. De Maeseneer, J. De Mey, E. Cattrysse, G. Van Gompel, J. Vandemeulebroucke and N. Buls, “Dynamic Ct For Musculoskeletal Applications: Evaluating Accuracy of The Image Registration Step,”, 2019.

P. Gonidakis, B. Jansen and J. Vandemeulebroucke, “ARTIFICIALLY AUGMENTING DATA OR ADDING MORE SAMPLES? A STUDY ON A 3D CNN FOR LUNG NODULE CLASSIFICATION,”, 2019.

S. Amador Sanchez, J. Dhont, M. Malbrain, J. De Mey and J. Vandemeulebroucke, “Evaluation of different resolution decomposition techniques and neural networks in virtual dual energy imaging,”, Nov. 2019.

D. Longrois, M. Maegele, H. Bersini, G. Crooks, I. Hubloue, A. Nowé, P. C Rimensberger, M. Sabbe, J. Tilsed, J. Vandemeulebroucke, W. Verhelst and J. Vincent, “Streamlining pre- and intra-hospital care for patients with severe trauma: a white paper from the European Critical Care Foundation,” European Journal of Trauma and Emergency Surgery, Feb. 2019.

E. Cattrysse, L. Buzzatti, T. Scheerlinck, J. Baeyens, G. Van Gompel, J. Vandemeulebroucke, M. De Maeseneer, J. De Mey, N. Buls and B. Serrien, “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, 2019.

L. Buzzatti, B. Keelson, T. Scheerlinck, J. Baeyens, G. Van Gompel, J. Vandemeulebroucke, M. De Maeseneer, J. De Mey, E. Cattrysse and B. Serrien, “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, 2019.

L. Buzzatti, B. Keelson, T. Scheerlinck, J. Baeyens, G. Van Gompel, J. Vandemeulebroucke, M. De Maeseneer, J. De Mey, N. Buls, E. Cattrysse and B. Serrien, “COMPARISON BETWEEN ORTHOSTATIC SQUAT AND HORIZONTAL SQUAT FOR VALIDATION OF A NOVEL DEVICE: sEMG OF THE LOWER LIMB,”, 2019.

L. Buzzatti, B. Keelson, T. Scheerlinck, J. Baeyens, G. Van Gompel, J. Vandemeulebroucke, M. De Maeseneer, J. De Mey, N. Buls, E. Cattrysse and B. Serrien, “NOVEL DEVICE FOR LOWER LIMB WEIGHT-BEARING DYNAMIC CT: A 3D KNEE KINEMATIC ANALYSIS,”, 2019.

S. Verbanck, M. Polfliet, D. Schuermans, B. Ilsen, J. De Mey, E. Vanderhelst and J. Vandemeulebroucke, “CT imaging-based study of ventilation heterogeneity in smokers :the respective roles of unequal lung expansion and peripheral lung structure,” European Respiratory Journal, Sep. 2019.

2018

E. Papavasileiou, A. Sóñora, J. Carlos Garcia Naranjo, B. Jansen and J. Vandemeulebroucke, “ETROCAD: AN IMPROVED CAD SYSTEM FOR LUNG NODULES DETECTION,”, Nov. 2018.

B. Keelson, L. Buzzatti, T. Scheerlinck, G. Van Gompel, E. Cattrysse, J. Vandemeulebroucke, J. De Mey, J. Baeyens and N. Buls, “4D-CT for Musculoskeletal applications: impact of scan protocol on image registration, motion estimation and radiation dose,”, 2018.

P. Gonidakis, B. Jansen and J. Vandemeulebroucke, “COMPUTER-AIDED DETECTION OF LUNG NODULES USING MULTI-LEVEL CONTEXTUAL 3D CNNS,”, 2018.

P. Gonidakis, L. Omelina, B. Jansen and J. Vandemeulebroucke, “Computer-Aided Detection of Lung Nodules using Multi-Level Contextual 3D CNNs,”, Jul. 2018.

J. Dhont, D. Cusumano, L. Boldrini, G. Chiloiro, L. Azario, F. Cellini, M. De Spirito, L. Omelina, J. Vandemeulebroucke, D. Verellen and V. Valentini, “Real-time long-term multi-object tracking on cineMR using a tracking-learning-detection framework,” Radiotherapy and Oncology, Apr. 2018.

L. Buzzatti, B. Keelson, J. Apperloo, N. Buls, G. Van Gompel, T. Scheerlinck, J. Vandemeulebroucke, M. De Maeseneer, J. Baeyens, J. De Mey and E. Cattrysse, “Kinematic analysis of the talocrural and subtalar joint after lateral compartment’s ligaments resection: can motion changes be detected by 4D-CT acquisition?,”, 2018.

L. Buzzatti, B. Keelson, J. Apperloo, N. Buls, G. Van Gompel, T. Scheerlinck, M. De Maeseneer, J. Vandemeulebroucke, J. Baeyens, J. De Mey and E. Cattrysse, “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, 2018.

L. Buzzatti, B. Keelson, J. Apperloo, N. Buls, G. Van Gompel, T. Scheerlinck, M. De Maeseneer, J. Vandemeulebroucke, J. Baeyens, J. De Mey and E. Cattrysse, “Dynamic Computed Tomography (4D-CT) applied to the talocrural and subtalar joint: impact of lateral ligaments section on kinematics,”, 2018.

L. Buzzatti, B. Keelson, J. Apperloo, N. Buls, T. Scheerlinck, G. Van Gompel, J. Baeyens, J. Vandemeulebroucke, M. De Maeseneer, J. De Mey and E. Cattrysse, “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, 2018.

P. Boonen, N. Buls, J. Vandemeulebroucke, G. Van Gompel, D. Aerden and J. De Mey, “Quantification of blood velocity from time-resolved CT angiography on a 256-slice CT,” in ECR 2018 - BOOK OF ABSTRACTS, Feb. 2018.

2017

D. Verellen, N. Manuela Burghelea, J. Vandemeulebroucke, R. Van Den Begin, K. Tournel, T. Gevaert, B. Engels, C. Collen and M. De Ridder, “Variability of breathing-induced tumor motion: 4DCT - a source of misguiding information,”, Feb. 2017.

2016

J. Dhont, D. Verellen, N. Manuela Burghelea, J. Vandemeulebroucke, R. Van Den Begin, K. Tournel, G. Storme and M. De Ridder, “Variability of breathing-induced tumor motion 4DCT - a source of misguiding information?,”, 2016.

T. Scheerlinck, M. Polfliet, R. Deklerck, G. Van Gompel, N. Buls and J. Vandemeulebroucke, “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), May. 2016.

2015

M. Polfliet, W. Huizinga, S. Klein, J. De Mey and J. Vandemeulebroucke, “Pythagorean Mean Images for Efficient Groupwise Registration,”, 2015.

T. Scheerlinck, M. Polfliet, D. Rudi, G. Van Gompel, N. Buls, K. Van Royen and J. Vandemeulebroucke, “MARKER-FREE AND AUTOMATED COMPUTER TOMOGRAPHY BASED SPATIAL ANALYSIS TOOL TO QUANTIFY HIP ARTHROPLASTY STEM MIGRATION. DEVELOPMENT AND VALIDATION,” Hip International, 2015.

2013

F. Vandenbroucke, J. Vandemeulebroucke, J. De Mey and N. Buls, “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, Dec. 2013.

M. Duchateau, T. Depuydt, J. Vandemeulebroucke, D. Verellen and M. De Ridder, “Verification of commercial deformable registration algorithms in a clinical environment using the POPI model,” in BHPA 2013 Symposium, Feb. 2013.

T. Depuydt, M. Duchateau, J. Vandemeulebroucke, D. Verellen and M. De Ridder, “Validation of commercial deformable registration algorithms in a clinical environment using the POPI model,” Radiotherapy and Oncology, Mar. 2013.