Ruben Pauwels
Scholar

Ruben Pauwels

Google Scholar ID: dq8399YAAAAJ
Associate Professor, Department of Dentistry and Oral Health, Aarhus University
Medical ImagingMedical PhysicsImage ProcessingArtificial IntelligenceDeep Learning
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Citations & Impact
All-time
Citations
4,696
 
H-index
34
 
i10-index
67
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Publications
8 items
Deep Learning-based Assessment of the Relation Between the Third Molar and Mandibular Canal on Panoramic Radiographs using Local, Centralized, and Federated Learning
2026
Cited
0
HARU-Net: Hybrid Attention Residual U-Net for Edge-Preserving Denoising in Cone-Beam Computed Tomography
2026
Cited
0
InJecteD: Analyzing Trajectories and Drift Dynamics in Denoising Diffusion Probabilistic Models for 2D Point Cloud Generation
2025
Cited
0
Impact of Labeling Inaccuracy and Image Noise on Tooth Segmentation in Panoramic Radiographs using Federated, Centralized and Local Learning
2025
Cited
0
PanoGAN A Deep Generative Model for Panoramic Dental Radiographs
2025
Cited
0
PanoDiff-SR: Synthesizing Dental Panoramic Radiographs using Diffusion and Super-resolution
2025
Cited
0
NAADA: A Noise-Aware Attention Denoising Autoencoder for Dental Panoramic Radiographs
2025
Cited
0
Federated learning, ethics, and the double black box problem in medical AI
2025
Cited
0
Resume (English only)
Co-authors
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Co-authors: 0 (list not available)