Ruben Pauwels

According to our database, Ruben Pauwels authored at least 14 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Deep Learning-based Assessment of the Relation Between the Third Molar and Mandibular Canal on Panoramic Radiographs using Local, Centralized, and Federated Learning.

Johan Andreas Balle Rubak, Sara Haghighat, Sanyam Jain, Mostafa Aldesoki, Akhilanand Chaurasia, Sarah Sadat Ehsani, Faezeh Dehghan Ghanatkaman, Ahmad Badruddin Ghazali, Julien Issa, Basel Khalil, Rishi Ramani, Ruben Pauwels

CoRR, March, 2026

HARU-Net: Hybrid Attention Residual U-Net for Edge-Preserving Denoising in Cone-Beam Computed Tomography.

Khuram Naveed, Ruben Pauwels

CoRR, February, 2026

2025

Impact of Labeling Inaccuracy and Image Noise on Tooth Segmentation in Panoramic Radiographs using Federated, Centralized and Local Learning.

Johan Andreas Balle Rubak, Khuram Naveed, Sanyam Jain, Lukas Esterle, Alexandros Iosifidis, Ruben Pauwels

CoRR, September, 2025

PanoGAN A Deep Generative Model for Panoramic Dental Radiographs.

Søren Pedersen, Sanyam Jain, Mikkel Chavez, Viktor Ladehoff, Bruna Neves de Freitas, Ruben Pauwels

CoRR, July, 2025

PanoDiff-SR: Synthesizing Dental Panoramic Radiographs using Diffusion and Super-resolution.

Sanyam Jain, Bruna Neves de Freitas, Andreas Basse-OConnor, Alexandros Iosifidis, Ruben Pauwels

CoRR, July, 2025

NAADA: A Noise-Aware Attention Denoising Autoencoder for Dental Panoramic Radiographs.

Khuram Naveed, Bruna Neves de Freitas, Ruben Pauwels

CoRR, June, 2025

Federated learning, ethics, and the double black box problem in medical AI.

Joshua Hatherley, Anders Søgaard, Angela Ballantyne, Ruben Pauwels

CoRR, April, 2025

Pano-GAN: A Deep Generative Model for Panoramic Dental Radiographs.

Søren Pedersen, Sanyam Jain, Mikkel Chavez, Viktor Ladehoff, Bruna Neves de Freitas, Ruben Pauwels

J. Imaging, 2025

InJecteD: Analyzing Trajectories and Drift Dynamics in Denoising Diffusion Probabilistic Models for 2D Point Cloud Generation.

Sanyam Jain, Khuram Naveed, Illia Oleksiienko, Alexandros Iosifidis, Ruben Pauwels

Proceedings of the 1st Workshop on Human-AI Collaborative Systems co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), 2025

2024

An Explainable and Conformal AI Model to Detect Temporomandibular Joint Involvement in Children Suffering from Juvenile Idiopathic Arthritis.

Lena Todnem Bach Christensen, Dikte Straadt, Stratos Vassis, Christian Marius Lillelund, Peter Bangsgaard Stoustrup, Ruben Pauwels, Thomas Klit Pedersen, Christian Fischer Pedersen

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Accuracy of Intra-Oral Radiography and Cone Beam Computed Tomography in the Diagnosis of Buccal Bone Loss.

Véronique Christiaens, Ruben Pauwels, Bassant Mowafey, Reinhilde Jacobs

J. Imaging, 2023

2022

How Does Ambient Light Affect the Image Quality of Phosphor Plate Digital Radiography? A Quantitative Analysis Using Contemporary Digital Radiographic Systems.

Matheus Sampaio-Oliveira, Luiz Eduardo Marinho-Vieira, Victor Aquino Wanderley, Gláucia Maria Bovi Ambrosano, Ruben Pauwels, Matheus L. Oliveira

Sensors, 2022

2021

HCGM-Net: A Deep Unfolding Network for Financial Index Tracking.

Ruben Pauwels, Evaggelia Tsiligianni, Nikos Deligiannis

Proceedings of the IEEE International Conference on Acoustics, 2021

2014

Automated implant segmentation in cone-beam CT using edge detection and particle counting.

Ruben Pauwels, Reinhilde Jacobs, Hilde Bosmans, Pisha Pittayapat, Pasupen Kosalagood, Onanong Silkosessak, Soontra Panmekiate

Int. J. Comput. Assist. Radiol. Surg., 2014