Research output per year
Research output per year
Personal profile
Profile
I am interested in the use of novel technology in the clinical workflow, with a major focus on artificial intelligence (AI) using deep learning. Applications include image enhancement, automated image processing (e.g. segmentation), lesion detection, and risk assessment for treatment planning. I am also active in the overall area of medical physics and radiation protection in dentistry.
Job responsibilities
As strategic research coordinator of the ’Intelligent Systems’ research theme, I conduct research activities covering various technical aspects of medical imaging, medical physics and 'dental data science'. This interdisciplinary research typically involves different sections and departments. My teaching actvities align with my research interests, and are focused on the use of the digital workflow and novel technologies in dental practice.
Keywords
- Biomedical image processing
- Machine learning
- Odontology
- Biophysics
Areas of expertise
- Medical Physics
- Image Processing
- Artificial Intelligence
- Cone-Beam Computed Tomography
- Radiation Protection
Fingerprint
Dive into the research topics where Ruben Pauwels is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
-
Deep Learning in Image Processing: Part 1—Types of Neural Networks, Image Segmentation
Pauwels, R. & Iosifidis, A., 1 Jan 2024, Artificial Intelligence in Dentistry. Cham: Springer, p. 283-316 34 p.Research output: Contribution to book/anthology/report/proceeding › Book chapter › Research
2 Citations (Scopus) -
Deep Learning in Image Processing: Part 2—Image Enhancement, Reconstruction and Registration
Pauwels, R. & Iosifidis, A., 1 Jan 2024, Artificial Intelligence in Dentistry. Orhan, K. & Jagtap, R. (eds.). Cham: Springer, p. 317-351 35 p.Research output: Contribution to book/anthology/report/proceeding › Book chapter › Research
3 Citations (Scopus) -
European consensus on patient contact shielding
Hiles, P., Gilligan, P., Damilakis, J., Briers, E., Candela-Juan, C., Faj, D., Foley, S., Frija, G., Granata, C., de Las Heras Gala, H., Pauwels, R., Sans Merce, M., Simantirakis, G. & Vano, E., May 2022, In: Radiography. 28, 2, p. 353-359 7 p.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access6 Citations (Scopus) -
Converting dose-area product to effective dose in dental cone-beam computed tomography using organ-specific deep learning
Pauwels, R., 1 Mar 2025, In: Dento maxillo facial radiology. 54, 3, p. 188-202 15 p., twae067.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access2 Citations (Scopus) -
Pano-GAN: A Generative Model for Panoramic Dental Radiographs
Pedersen, S., Jain, S., Chavez, M., Ladehoff, V., de Freitas, B. N. & Pauwels, R., 2024.Research output: Working paper/Preprint › Working paper › Research
Open Access
Activities
-
CARE (Criteria for Acceptability of medical Radiological Equipment)
Pauwels, R. (Panel member)
1 Nov 2024 → 31 Dec 2026Activity: Presentations, memberships, employment, ownership and other activities › Member of research network
-
ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health
Pauwels, R. (Participant)
29 Jul 2024 → 31 Jul 2024Activity: Participating in or organising an event types › Participation in or organisation of workshop, seminar or course
-
International Conference on AI in Medicine and Healthcare
Pauwels, R. (Organizer)
8 Apr 2025 → 10 Apr 2025Activity: Participating in or organising an event types › Participation in or organisation af a conference
-
EMRA Talk: AI in Dentomaxillofacial Radiology: the Way Forward
Pauwels, R. (Speaker)
7 Nov 2024Activity: Participating in or organising an event types › Participation in or organisation of workshop, seminar or course
-
EFOMP Webinar Series
Pauwels, R. (Chair person)
14 Jan 2025Activity: Participating in or organising an event types › Participation in or organisation of workshop, seminar or course
Prizes
-
Bagger-Sørensen Foundation’s Young Researcher Award
Pauwels, R. (Recipient), 24 Sept 2024
Prize: Prizes, scholarships, distinctions
-
ECMP 2022 - Best Radiation Protection Presentation
Pauwels, R. J. C. (Recipient), 20 Dec 2022
Prize: Prizes, scholarships, distinctions
File -
1st Place Award in the Scientific Forum Category
de Freitas, B. N. (Recipient), Gonçalves da Motta, R. J. (Recipient), Pauwels, R. J. C. (Recipient), Oliveira, C. (Recipient) & Tirapelli, C. (Recipient), 29 Oct 2022
Prize: Prizes, scholarships, distinctions
File -
Bertelsmann Scholarship
Pauwels, R. J. C. (Recipient), 12 Dec 2021
Prize: Prizes, scholarships, distinctions
-
Honorable Mention - Oral Presentation
de Freitas, B. N. (Recipient), da Motta, R. J. G. (Recipient), Pauwels, R. (Recipient), Oliveira-Santos, C. (Recipient) & Tirapelli, C. (Recipient), 5 Sept 2023
Prize: Prizes, scholarships, distinctions
Press/Media
-
Patient shielding in medical imaging re-evaluated
10/01/2022
1 Media contribution
Press/Media: Press / Media
-
Phasing out patient shielding meets stubborn resistance
05/07/2023
1 item of Media coverage
Press/Media: Press / Media
-
Courses
-
-
-
USING DIGITAL TWIN TECHNOLOGY TO IMPROVE DENTAL SURGERY TRAINING
Macedo, H. D., Wolff, J. & Pauwels, R. 01/09/2022 → 01/12/2022
Course: Supervising
-
USING MONAI TO LABEL THE MANDIBULAR CANAL ON RADIOGRAPHS
Sveegaard, S. G., Wolff, J. & Pauwels, R. 01/09/2023 → 31/12/2023
Course: Supervising