Jef Vandemeulebroucke

44 papers B 5Journal 22Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Region of interest detection for efficient aortic segmentation. CoRR Loris Giordano, Ine Dirks, Tom Lenaerts, Jef Vandemeulebroucke
2026	J	`jnl`	Unlocking Health Data for Research: Legal, Technical, and Organisational Lessons from a Belgian Interdisciplinary Case Study. J. Heal. Informatics Res. Audrey Van Scharen, Karen Cruyt, Jeroen Colon, Selene De Sutter, Johnny Duerinck, Ramses Forsyth, Catharina Olsen, Paul Quinn, Konstantina Tzavella, Sonia Van Dooren, Wim Waelput, Arne Witdouck, Pieter Cornu, Jef Vandemeulebroucke, Wim F. Vranken
2025	B	`conf`	A Dataset for Artefact Detection of Whole Slide Images in Digital Pathology. QoMEX Tien Nguyen, Saeed Mahmoudpour, Guillaume E. Courtoy, Wim Waelput, Ramses Forsyth, Jonas De Vylder, Bart Diricx, Jef Vandemeulebroucke, Peter Schelkens
2025	—	`conf`	A Modular Deep-Learning Pipeline for Automated Aorta Characterization on CT. AMAI@MICCAI Loris Giordano, Jakub Ceranka, Selene De Sutter, Kaoru Tanaka, Gert Van Gompel, Tom Lenaerts, Jef Vandemeulebroucke
2025	—	`conf`	Computer-Assisted Surgical Planning for DIEP Flap Breast Reconstruction Surgery. Deep-Breath@MICCAI Jakub Ceranka, Diego Lamtenzan, Pieter Thomas Boonen, Ayush Kapila, Carola Brussaard, Moustapha Hamdi, Jef Vandemeulebroucke
2025	J	`jnl`	Development and multicentric external validation of a prognostic COVID-19 severity model based on thoracic CT. BMC Medical Informatics Decis. Mak. Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Hichem Sahli, Nikos Deligiannis, Emma Verelst, Bart Ilsen, Simon Van Eyndhoven, Lucie Seyler, Arne Witdouck, Gilles Darcis, Julien Guiot, Athanasios Giannakis, Jef Vandemeulebroucke
2025	J	`jnl`	Evaluation of augmented reality guidance for glenoid pin placement in total shoulder arthroplasty. Int. J. Comput. Assist. Radiol. Surg. Taylor Frantz, Frederick van Gestel, Pieter Slagmolen, Johnny Duerinck, Thierry Scheerlinck, Jef Vandemeulebroucke
2025	—	`conf`	Instance-Balanced Patch Sampling for Whole-Body Lesion Segmentation. DEMI@MICCAI Joris Wuts, Jakub Ceranka, Jef Vandemeulebroucke, Frédéric Lecouvet
2025	J	`jnl`	Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI. CoRR Joris Wuts, Jakub Ceranka, Nicolas Michoux, Frédéric Lecouvet, Jef Vandemeulebroucke
2025	J	`jnl`	Optimization and Benchmarking of Image Segmentation for Improved Landmark Detection in Lower Limb X-Rays and Accurate Coronal Plane Alignment of the Knee Classification. IEEE Access Sebastián Amador Sánchez, Ashkan Zarghami, Philippe van Overschelde, Jef Vandemeulebroucke
2025	—	`conf`	Segmentation of Glioblastoma Infiltration Using Hybrid Labels from MRI and [ MLMI@MICCAI Selene De Sutter, Ine Dirks, Laurens Raes, Wietse Geens, Hendrik Everaert, Sophie Bourgeois, Johnny Duerinck, Jef Vandemeulebroucke
2024	J	`jnl`	Modality redundancy for MRI-based glioblastoma segmentation. Int. J. Comput. Assist. Radiol. Surg. Selene De Sutter, Joris Wuts, Wietse Geens, Anne-Marie Vanbinst, Johnny Duerinck, Jef Vandemeulebroucke
2024	J	`jnl`	Segmentation-Guided Coordinate Regression for Robust Landmark Detection on X-Rays: Application to Automated Assessment of Lower Limb Alignment. IEEE Access Sebastián Amador Sánchez, Philippe van Overschelde, Jef Vandemeulebroucke
2024	J	`jnl`	The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data. Medical Image Anal. Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jégou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Mohamed Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken, Marie-Pierre Revel
2024	—	`conf`	Towards Point Cloud-Based Medical Image Registration for Dynamic 4D-CT Imaging. ShapeMI@MICCAI Hamza Mekhzoum, Benyameen Keelson, Thierry Scheerlinck, Jef Vandemeulebroucke
2023	J	`jnl`	Automated mitral annulus annotation over 4D-CT for transcatheter mitral valve replacement. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Dario Farotto, Patricia Lopes, Maryna Kvasnytsia, Mathias Polfliet, Jef Vandemeulebroucke, Roel Wirix-Speetjens, Jos Vander Sloten
2023	—	`conf`	COVID-19 Lesion Segmentation Framework for the Contrast-Enhanced CT in the Absence of Contrast-Enhanced CT Annotations. MILLanD@MICCAI Maryna Kvasnytsia, Abel Díaz Berenguer, Hichem Sahli, Jef Vandemeulebroucke
2023	J	`jnl`	Computer-aided diagnosis of skeletal metastases in multi-parametric whole-body MRI. Comput. Methods Programs Biomed. Jakub Ceranka, Joris Wuts, Ophélye Chiabai, Frédéric Lecouvet, Jef Vandemeulebroucke
2023	J	`jnl`	Handcrafted Features Can Boost Performance and Data-Efficiency for Deep Detection of Lung Nodules From CT Imaging. IEEE Access Panagiotis Gonidakis, Alexander Sóñora-Mengana, Bart Jansen, Jef Vandemeulebroucke
2023	J	`jnl`	The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data. CoRR Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jégou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Mohamed Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken, Marie-Pierre Revel Dubois
2022	J	`jnl`	Computer-aided detection and segmentation of malignant melanoma lesions on whole-body 18F-FDG PET/CT using an interpretable deep learning approach. Comput. Methods Programs Biomed. Ine Dirks, Marleen Keyaerts, Bart Neyns, Jef Vandemeulebroucke
2022	—	`conf`	Probabilistic Tissue Mapping for Tumor Segmentation and Infiltration Detection of Glioma. BrainLes@MICCAI Selene De Sutter, Wietse Geens, Matías N. Bossa, Anne-Marie Vanbinst, Johnny Duerinck, Jef Vandemeulebroucke
2022	—	`conf`	Representation Learning with Information Theory to Detect COVID-19 and Its Severity. ECCV Workshops (7) Abel Díaz Berenguer, Tanmoy Mukherjee, Yifei Da, Matías Nicolás Bossa, Maryna Kvasnytsia, Jef Vandemeulebroucke, Nikos Deligiannis, Hichem Sahli
2020	—	`conf`	Artificially augmenting data or adding more samples? A study on a 3D CNN for lung nodule classification. Computer-Aided Diagnosis Panagiotis Gonidakis, Bart Jansen, Jef Vandemeulebroucke
2020	B	`conf`	Automated threshold selection on whole-body 18F-FDG PET/CT for assessing tumor metabolic response. Image Processing Ine Dirks, Marleen Keyaerts, Bart Neyns, Jef Vandemeulebroucke
2020	J	`jnl`	Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients. CoRR Sofie Tilborghs, Ine Dirks, Lucas Fidon, Siri Willems, Tom Eelbode, Jeroen Bertels, Bart Ilsen, Arne Brys, Adriana Dubbeldam, Nico Buls, Panagiotis Gonidakis, Sebastián Amador Sánchez, Annemiek Snoeckx, Paul M. Parizel, Johan de Mey, Dirk Vandermeulen, Tom Vercauteren, David Robben, Dirk Smeets, Frederik Maes, Jef Vandemeulebroucke, Paul Suetens
2020	—	`conf`	Computer-aided detection of focal bone metastases from whole-body multi-modal MRI. Computer-Aided Diagnosis Jakub Ceranka, Frédéric Lecouvet, Johan de Mey, Jef Vandemeulebroucke
2020	—	`conf`	Evaluating several ways to combine handcrafted features-based system with a deep learning system using the LUNA16 Challenge framework. Computer-Aided Diagnosis Alexander Sóñora-Mengana, Panagiotis Gonidakis, Bart Jansen, Juan Carlos García-Naranjo, Jef Vandemeulebroucke
2020	J	`jnl`	Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging. CoRR Abel Díaz Berenguer, Hichem Sahli, Boris Joukovsky, Maryna Kvasnytsia, Ine Dirks, Mitchel Alioscha-Pérez, Nikos Deligiannis, Panagiotis Gonidakis, Sebastián Amador Sánchez, Redona Brahimetaj, Evgenia Papavasileiou, Jonathan Cheung-Wai Chan, Fei Li, Shangzhen Song, Yixin Yang, Sofie Tilborghs, Siri Willems, Tom Eelbode, Jeroen Bertels, Dirk Vandermeulen, Frederik Maes, Paul Suetens, Lucas Fidon, Tom Vercauteren, David Robben, Arne Brys, Dirk Smeets, Bart Ilsen, Nico Buls, Nina Watté, Johan de Mey, Annemiek Snoeckx, Paul M. Parizel, Julien Guiot, Louis Deprez, Paul Meunier, Stefaan Gryspeerdt, Kristof De Smet, Bart Jansen, Jef Vandemeulebroucke
2018	—	`conf`	Automated Quantification of Blood Flow Velocity from Time-Resolved CT Angiography. CVII-STENT/LABELS@MICCAI Pieter Thomas Boonen, Nico Buls, Gert Van Gompel, Yannick De Brucker, Dimitri Aerden, Johan de Mey, Jef Vandemeulebroucke
2018	J	`jnl`	Can tumor coverage evaluated 24 h post-radiofrequency ablation predict local tumor progression of liver metastases? Int. J. Comput. Assist. Radiol. Surg. Frederik Vandenbroucke, Jef Vandemeulebroucke, Nico Buls, Ruedi F. Thoeni, Johan de Mey
2018	—	`conf`	Intensity Standardization of Skeleton in Follow-Up Whole-Body MRI. CSI@MICCAI Jakub Ceranka, Sabrina Verga, Frédéric Lecouvet, Thierry Metens, Johan de Mey, Jef Vandemeulebroucke
2018	J	`jnl`	Intrasubject multimodal groupwise registration with the conditional template entropy. Medical Image Anal. Mathias Polfliet, Stefan Klein, Wyke Huizinga, Margarethus M. Paulides, Wiro J. Niessen, Jef Vandemeulebroucke
2017	B	`conf`	Accurate bolus arrival time estimation using piecewise linear model fitting. Image Processing Elhassan Abdou, Johan de Mey, Mark De Ridder, Jef Vandemeulebroucke
2017	B	`conf`	Laplacian eigenmaps for multimodal groupwise image registration. Image Processing Mathias Polfliet, Stefan Klein, Wiro J. Niessen, Jef Vandemeulebroucke
2017	B	`conf`	Whole-body diffusion-weighted MR image stitching and alignment to anatomical MRI. Image Processing Jakub Ceranka, Mathias Polfliet, Frédéric Lecouvet, Nicolas Michoux, Jef Vandemeulebroucke
2016	J	`jnl`	PCA-based groupwise image registration for quantitative MRI. Medical Image Anal. Wyke Huizinga, Dirk H. J. Poot, Jean-Marie Guyader, R. Klaassen, Bram F. Coolen, Matthijs van Kranenburg, Robert Jan van Geuns, André Uitterdijk, Mathias Polfliet, Jef Vandemeulebroucke, Alexander Leemans, Wiro J. Niessen, Stefan Klein
2016	—	`conf`	The pythagorean averages as group images in efficient groupwise registration. ISBI Mathias Polfliet, Stefan Klein, Wyke Huizinga, Johan de Mey, Jef Vandemeulebroucke
2016	J	`jnl`	Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge. CoRR Arnaud Arindra Adiyoso Setio, Alberto Traverso, Thomas de Bel, Moira S. N. Berens, Cas van den Bogaard, Piergiorgio Cerello, Hao Chen, Qi Dou, Maria Evelina Fantacci, Bram Geurts, Robbert van der Gugten, Pheng-Ann Heng, Bart Jansen, Michael M. J. de Kaste, Valentin Kotov, Jack Yu-Hung Lin, Jeroen T. M. C. Manders, Alexander Sóñora-Mengana, Juan Carlos García-Naranjo, Mathias Prokop, Marco Saletta, Cornelia Schaefer-Prokop, Ernst Th. Scholten, Luuk Scholten, Miranda M. Snoeren, Ernesto Lopez Torres, Jef Vandemeulebroucke, Nicole Walasek, Guido C. A. Zuidhof, Bram van Ginneken, Colin Jacobs
2011	J	`jnl`	Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge. IEEE Trans. Medical Imaging Keelin Murphy, Bram van Ginneken, Joseph M. Reinhardt, Sven Kabus, Kai Ding, Xiang Deng, Kunlin Cao, Kaifang Du, Gary E. Christensen, Vincent Garcia, Tom Vercauteren, Nicholas Ayache, Olivier Commowick, Grégoire Malandain, Ben Glocker, Nikos Paragios, Nassir Navab, Vladlena Gorbunova, Jon Sporring, Marleen de Bruijne, Xiao Han, Mattias P. Heinrich, Julia A. Schnabel, Mark Jenkinson, Cristian Lorenz, Marc Modat, Jamie McClelland, Sébastien Ourselin, Sascha E. A. Muenzing, Max A. Viergever, Dante De Nigris, D. Louis Collins, Tal Arbel, Marta Peroni, Rui Li, Gregory C. Sharp, Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Dirk Smeets, Dirk Loeckx, Gang Song, Nicholas J. Tustison, Brian B. Avants, James C. Gee, Marius Staring, Stefan Klein, Berend C. Stoel, Martin Urschler, Manuel Werlberger, Jef Vandemeulebroucke, Simon Rit, David Sarrut, Josien P. W. Pluim
2010	J	`jnl`	B-LUT: Fast and low memory B-spline image interpolation. Comput. Methods Programs Biomed. David Sarrut, Jef Vandemeulebroucke
2009	—	`conf`	Respiratory Motion Estimation from Cone-Beam Projections Using a Prior Model. MICCAI (1) Jef Vandemeulebroucke, Jan Kybic, Patrick Clarysse, David Sarrut
2006	—	`conf`	2D/3D Registration of Neonatal Brain Images. WBIR Ewout Vansteenkiste, Jef Vandemeulebroucke, Wilfried Philips
2006	—	`conf`	A multi-modal 2D/3D registration scheme for preterm brain images. EMBC Jef Vandemeulebroucke, Ewout Vansteenkiste, Wilfried Philips