Dirk Vandermeulen

KU Leuven — Belgium

Computer Science · Physical Sciences

55h-index18.2kcitations427works2.52yr avg
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Research Topics

Medical Image Segmentation Techniques(175), Medical Imaging Techniques and Applications(52), Medical Imaging and Analysis(44), 3D Shape Modeling and Analysis(41), Forensic Anthropology and Bioarchaeology Studies(40)

Publications425 total

Attention Maps in 3D Shape Classification for Dental Stage Estimation with Class Node Graph Attention Networks
Communications in computer and information science·2026
An autoencoder and vision transformer based interpretability analysis on the performance differences in automated staging of second and third molars
Scientific Reports·2025Open Access
An Autoencoder and Vision Transformer-based Interpretability Analysis of the Differences in Automated Staging of Second and Third Molars
arXiv (Cornell University)·2025Open Access
Attention Maps in 3D Shape Classification for Dental Stage Estimation with Class Node Graph Attention Networks
ArXiv.org·2025Open Access
Differences in Automated Staging of Second and Third Molars: An Autoencoder and Vision Transformer-based Interpretability Analysis
2025Open Access
Artificial intelligence and dental age estimation: development and validation of an automated stage allocation technique on all mandibular tooth types in panoramic radiographs
International Journal of Legal Medicine·2024· 9 citedOpen Access
Area of origin estimation from multiple arbitrarily oriented surfaces using marker-guided structure from motion
Forensic Science International·2024Open Access
Shape analysis of the nasal complex among South African groups from CBCT scans
South African Journal of Science·2024· 2 citedOpen Access
<scp>OPG</scp>‐based dental age estimation using a data‐technical exploration of deep learning techniques
Journal of Forensic Sciences·2024· 14 citedOpen Access
Bakeng se Afrika: Digital Skeletal Repository: Advancing Biological Anthropology and Medical Research in South Africa
Biomedical visualization·2024· 3 cited
From Brain Tissue Infarction at 24 Hours to Patient Functional Outcome at 90 Days Using Deep Learning
Lecture notes in computer science·2024
Joint multi-ancestry and admixed GWAS reveals the complex genetics behind human cranial vault shape
Nature Communications·2023· 22 citedOpen Access
Towards Improved Identification of Vertebral Fractures in Routine Computed Tomography (CT) Scans: Development and External Validation of a Machine Learning Algorithm
Journal of Bone and Mineral Research·2023· 18 citedOpen Access
Author response for "Towards improved identification of vertebral fractures in routine &lt;scp&gt;CT&lt;/scp&gt; scans: development and external validation of a machine learning algorithm"
2023
A statistical shape model for estimating missing soft tissues of the face in a black South African population
Journal of Prosthodontics·2023· 1 citedOpen Access
Author response for "Towards improved identification of vertebral fractures in routine &lt;scp&gt;CT&lt;/scp&gt; scans: development and external validation of a machine learning algorithm"
2023
Author response for "Towards improved identification of vertebral fractures in routine &lt;scp&gt;CT&lt;/scp&gt; scans: development and external validation of a machine learning algorithm"
2023
Joint Multi-Ancestry and Admixed GWAS Reveals the Complex Genetics behind Human Cranial Vault Shape
2022· 4 citedOpen Access
Convolutional neural networks for medical image segmentation
arXiv (Cornell University)·2022· 5 citedOpen Access
DeepVoxNet2: Yet another CNN framework
arXiv (Cornell University)·2022· 2 citedOpen Access
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Frequent Co-authors

Paul Suetens(38), Frederik Maes(23), Peter Claes(13), Guy Willems(7), André Collignon(6), Sven De Greef(6), Dirk Smeets(6), G Marchal(5), Dirk Loeckx(5), Koen Van Leemput(4), Mark D. Shriver(4), John G. Clement(4), Patrick Thevissen(4), Benoît M. Dawant(3), Jeroen Bertels(3), Arslan A. Zaidi(3), Johannes Keustermans(3), Jannick De Tobel(3), Reinhilde Jacobs(3), Jay B. West(2)