Publications by authors named "Dirk Vandermeulen"

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An autoencoder and vision transformer based interpretability analysis on the performance differences in automated staging of second and third molars.
Barkin Buyukcakir, Jannick De Tobel, Patrick Thevissen, Dirk Vandermeulen, Peter Claes

Sci Rep· November 2025

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Artificial intelligence and dental age estimation: development and validation of an automated stage allocation technique on all mandibular tooth types in panoramic radiographs.
Lander Matthijs, Lauren Delande, Jannick De Tobel, Barkin Büyükçakir, Peter Claes, Dirk Vandermeulen

Int J Legal Med· November 2024

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Area of origin estimation from multiple arbitrarily oriented surfaces using marker-guided structure from motion.
Philip Joris, Ruben Moermans, Els Jenar, Dirk Vandermeulen, Peter Claes

Forensic Sci Int· August 2024

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A statistical shape model for estimating missing soft tissues of the face in a black South African population.
Helene Francia Swanepoel, Harold S Matthews, Peter Claes, Dirk Vandermeulen, Anna C Oettlé

J Prosthodont· July 2024

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OPG-based dental age estimation using a data-technical exploration of deep learning techniques.
Barkın Büyükçakır, Jeroen Bertels, Peter Claes, Dirk Vandermeulen, Jannick de Tobel

J Forensic Sci· May 2024

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Towards Improved Identification of Vertebral Fractures in Routine Computed Tomography (CT) Scans: Development and External Validation of a Machine Learning Algorithm.
Joeri Nicolaes, Michael Kriegbaum Skjødt, Steven Raeymaeckers, Christopher Dyer Smith, Bo Abrahamsen, Dirk Vandermeulen

J Bone Miner Res· December 2023

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Joint multi-ancestry and admixed GWAS reveals the complex genetics behind human cranial vault shape.
Seppe Goovaerts, Hanne Hoskens, Ryan J Eller, Noah Herrick, Anthony M Musolf, Dirk Vandermeulen

Nat Commun· November 2023

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Deep learning-based dental implant recognition using synthetic X-ray images.
Aviwe Kohlakala, Johannes Coetzer, Jeroen Bertels, Dirk Vandermeulen

Med Biol Eng Comput· October 2022

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Cross-Modal Distillation to Improve MRI-Based Brain Tumor Segmentation With Missing MRI Sequences.
Masoomeh Rahimpour, Jeroen Bertels, Ahmed Radwan, Henri Vandermeulen, Stefan Sunaert, Dirk Vandermeulen

IEEE Trans Biomed Eng· July 2022

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Bloodstain impact pattern Area of Origin estimation using least-squares angles: A HemoVision validation study.
Philip Joris, Els Jenar, Ruben Moermans, Wim Van de Voorde, Dirk Vandermeulen

Forensic Sci Int· April 2022

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Automated landmarking for palatal shape analysis using geometric deep learning.
Balder Croquet, Harold Matthews, Jules Mertens, Yi Fan, Nele Nauwelaers, Dirk Vandermeulen

Orthod Craniofac Res· December 2021

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Three-dimensional image volumes from two-dimensional digitally reconstructed radiographs: A deep learning approach in lower limb CT scans.
Diogo F Almeida, Patricio Astudillo, Dirk Vandermeulen

Med Phys· May 2021

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Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty.
Jeroen Bertels, David Robben, Dirk Vandermeulen, Paul Suetens

Med Image Anal· January 2021

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Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index.
Tom Eelbode, Jeroen Bertels, Maxim Berman, Dirk Vandermeulen, Frederik Maes

IEEE Trans Med Imaging· November 2020

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Towards fully automated third molar development staging in panoramic radiographs.
Nikolay Banar, Jeroen Bertels, François Laurent, Rizky Merdietio Boedi, Jannick De Tobel, Dirk Vandermeulen

Int J Legal Med· September 2020

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Effect of Lower Third Molar Segmentations on Automated Tooth Development Staging using a Convolutional Neural Network.
Rizky Merdietio Boedi, Nikolay Banar, Jannick De Tobel, Jeroen Bertels, Dirk Vandermeulen

J Forensic Sci· March 2020

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Facial recognition from DNA using face-to-DNA classifiers.
Dzemila Sero, Arslan Zaidi, Jiarui Li, Julie D White, Tomás B González Zarzar, Dirk Vandermeulen

Nat Commun· June 2019

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Cascaded statistical shape model based segmentation of the full lower limb in CT.
Emmanuel A Audenaert, Jan Van Houcke, Diogo F Almeida, Lena Paelinck, M Peiffer, Dirk Vandermeulen

Comput Methods Biomech Biomed Engin· May 2019

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Genome-wide mapping of global-to-local genetic effects on human facial shape.
Peter Claes, Jasmien Roosenboom, Julie D White, Tomek Swigut, Dzemila Sero, Dirk Vandermeulen

Nat Genet· March 2018

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HemoVision: An automated and virtual approach to bloodstain pattern analysis.
Philip Joris, Wim Develter, Els Jenar, Paul Suetens, Dirk Vandermeulen

Forensic Sci Int· June 2015

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3-dimensional analysis of regenerative endodontic treatment outcome.
Mostafa EzEldeen, Gertrude Van Gorp, Jeroen Van Dessel, Dirk Vandermeulen, Reinhilde Jacobs

J Endod· March 2015

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An investigation of matching symmetry in the human pinnae with possible implications for 3D ear recognition and sound localization.
Peter Claes, Jonas Reijniers, Mark D Shriver, Jonatan Snyders, Paul Suetens, Dirk Vandermeulen

J Anat· January 2015

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Modeling 3D facial shape from DNA.
Peter Claes, Denise K Liberton, Katleen Daniels, Kerri Matthes Rosana, Ellen E Quillen, Dirk Vandermeulen

PLoS Genet· March 2014

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Unsupervised segmentation, clustering, and groupwise registration of heterogeneous populations of brain MR images.
Annemie Ribbens, Jeroen Hermans, Frederik Maes, Dirk Vandermeulen, Paul Suetens

IEEE Trans Med Imaging· February 2014

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A spatially-dense regression study of facial form and tissue depth: towards an interactive tool for craniofacial reconstruction.
Sarah Shrimpton, Katleen Daniels, Sven de Greef, Francoise Tilotta, Guy Willems, Dirk Vandermeulen

Forensic Sci Int· January 2014

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